Trading system lab jobs

I need someone skilled in Arduino for a robotics control project centered around security. Here's what I hope to achieve: - Integration of Arduino with an existing access control system. Ideal skills would be proficiency in Arduino programming, experience in security system control, and knowledge in automation. Your proposal would stand out if you have handled such tasks before and can complete the milestone within the budget of 2k INR. Looking forward to a successful collaboration.

I'm seeking a mathematician with a deep understanding of financial markets—stocks, foreign exchange, ...understanding of financial markets—stocks, foreign exchange, and cryptocurrency markets. Your task will involve creating quantitative and statistical models to predict market trends, identify trading opportunities, and assess risk and volatility. Data for these models will be based on historical data only. Ideal Experience and Skills: - High-level proficiency in quantitative analysis and statistics - Previous experience in financial markets, particularly stocks, forex, and cryptocurrency - Detailed understanding of risk analysis and market volatility - Proven track record in predictive analysis and identifying trading opportunities - Comfortable working wi...

...on we have already tried the textbook / chatgpt solution and it requires a more creative solution... the catch with this one is obtaining a result when the traditional iterative approach involves trillions of calculations in the case we determine it is not viable for a particular task to run the full compute time required we will evaluate on: a) sampling compute performance and notes b) python (trading/finance) research (large number optimization) competencies: i) logic, coding & problem solving skills ii) computing (parallel/vector/cpu/gpu etc) iii) mathematics (sampling/genetic/particle swarm algorithm etc) FEATURED OR AI GENERATED APPLICATIONS WILL BE REJECTED...

integeration Woosim Printer SDK Into Electric Bill System

I'm looking for an able and experienced healthcare research writer who will delve into an important issue - the handling of 108 emergencies. This paper will: - Analyze the current response systems for these emergencies, - Identify areas of challenge and opportunity within these systems, - Make evidence-backed recommendations for improving efficiency. - Add details of services created to improve emergency handling. In-depth analysis involving relevant data and statistics is crucial. Specifically, this research should include: - The response time of emergency services, - The number of successfully handled emergencies, - Common challenges faced in emergency response. Ideal candidates will have a background in healthcare and emergency response systems, with a proven record in analytica...

ScalerBOT® from TradePilot AI is a new NinjaTrader (intra) day-trading strategy that scales in & out of futures contract positions based on user-defined settings. We need to test some of the more important parameters to determine the optimal settings to recommend to our customers and prospects. To be awarded the job for ongoing testing, we will provide an evaluation copy of the NT8 program to you, and you should in return provide a proposed test strategy and test plan with a suggested analysis & reporting format using actual data of how ScalerBOT® performed in one or more of your trial runs

I'm seeking a talented developer to help me complete and upgrade my website, , to ensure it functions smoothly and in English. The primary focus will be on integrating a user registration/login system and ensuring the language translation to English is accurate. Key tasks include: - Implementing user registration and login functionalities that are secure and intuitive - Ensuring a smooth user experience with the registration/login system, particularly for purchasing products or services - Setting up a language translation process into English that combines the efficiency of automatic translation with the quality assurance of human review Your expertise in web development, e-commerce, and language localization will be crucial. In particular, experience

I'm seeking a qualified professional for a residential water system distribution project. Our water source is from a tank, and details about the households to be served are not provided. The ideal candidate should have: -Experience in designing and planning water distribution systems for residential areas. -Strong understanding of water collection from tank sources. Please provide past work samples of similar projects. Your experience should be clearly reflected in your bid.

...articles ready for publication. Expertise in the given key areas is necessary, with an ability to meld quantitative and qualitative research methods. Together, let's create knowledge-boosting articles and get them published in Q1 Scopus indexed journals. I'm in need of a proficient writer with a solid understanding of seismic monitoring technologies, earthquake prediction methods and early warning system implementation. The goal is to create two compelling articles for a Scopus indexed journal on the above mentioned topics. Skills needed are: - Extensive knowledge of earthquake early warning systems - Excellent writing and research skills - Ability to present scientific information in a clear, engaging manner - Previous experience writing for academic journals (pr...

I am in need of a Django developer to build an application to help me manage the attendance of my team. Key Points: - The app should have a user-friendly interface for manual input of attendance. - The core functionality required is daily attendance record keeping. Skills and Experience: - Proficient in Django and Python. - Strong understanding of front-end t...daily attendance record keeping. Skills and Experience: - Proficient in Django and Python. - Strong understanding of front-end technologies like HTML, CSS, and JavaScript. - Prior experience in developing web applications, particularly single-page applications. - Familiarity with database management systems. Please only apply if you can deliver a reliable, user-friendly attendance management system within the stipulated t...

Example - (not needed replica it is just near by example ) I'm in need of a skilled developer who can create a comprehensive multitenant subdomain distribution system for the creation of full flagged ecommerce platform to the clients consisting of {on the fly signup flow} and {theme validation} . Start with mobile no OTP -> website type selection -> plan window -> subdomain distribution sync with their store name (subdomain name suggestion/availability )(add own domain available/purchase now) -> location Filter (With auto get location feature -> .Shop type -> ecommerce filters (ex - catagory filter ) -> + others -> theme selection (based on catagory filter) . ---- Theme Get Distributed --- Now by the step by step THEME VALIDATION PROCESS cons...

I am looking for a comprehensive bakery management system with an integrated Android app. This project aims to streamline our bakery's operations, enhance customer service, and facilitate payment processes. Key requirements include: - Order Management: The system should facilitate order creation, tracking, and notifications. I need a customer notification feature to update clients on the status of their orders. Additionally, the system must support delivery scheduling to optimize our delivery process and customer satisfaction. - Inventory Management: The system should provide real-time inventory tracking, automatic reordering, and product categorization functionalities. This will help us keep track of our bakery items, ensure we never run out of stock, an...

I am looking for an experienced Python developer who can implement a secure login authentication system. Specifically, I need this project to be built using Django, as it is the framework I'm most comfortable with. Key Requirements: - The system should be able to support both regular users and admin users. - It needs to be secure, efficient, and user-friendly. Ideal Skills and Experience: - Strong proficiency in Python and Django. - Prior experience developing and implementing login authentication systems. - Ability to ensure the system is secure and scalable. - Attention to detail and a commitment to user experience.

I am looking to hire a skilled PHP developer to create a custom CRM system, based on an existing one I have. Essentially, this is a task that involves removing certain features such as email integration, sales forecasting, and social media integration. While the new CRM system doesn't need to include all the functions of the original, the ones I cannot do without are: - Contact Management - Sales Tracking Unfortunately, I was unable to specify further details for inclusion in the CRM. Therefore, prospective developers should be flexible and ready for modifications during the project. Given the urgency of this project, I expect it to be completed within a month. Therefore, candidates with a fast response rate and proven ability to meet deadlines will be given preferen...

hello, I have a project from 5 parts and I maked the first,secode,and the third part ,i have to finish the 4th part for sunday , please see the specifications in the pdf and the first,second parts iwhich it done in the zip "rendu1-2" and the third part in the another zip "rendu3" task: rendu 4 deadline: this sunday 19 may budget: 30$ language: french,arabic

I'm looking for a skilled developer who can create a comprehensive employee attendance system with clock-ins. This system should be accessible on both mobile devices and web browsers. Key features I'm looking for include: - Employee Attendance Tracking: The primary function of this system is to keep track of employee attendance based on their clock-ins. - Real-Time Reporting: An important feature for me is the ability to produce real-time reports on employee attendance. I'm open to suggestions for additional features that could enhance the functionality of this system. The ideal candidate for this project should have experience in developing clock-in systems and working with real-time reporting tools. In your bid, please provide examples of sim...

I need an experienced developer to create an admin scheduling system for my website. Key Requirements: - Development: The website should be developed using Laravel. Proficiency in this language is crucial. - Primary Goal: The primary goal of this website is to serve as an Admin Scheduling System. It should allow for efficient management of various activities. - Specific Features: I would like the scheduling system to have a calendar view, user management capabilities, and the ability to generate a timetable. Ideal Skills: - Expertise in Laravel: As the primary development language is Laravel, a successful candidate will have a comprehensive understanding of this programming language. - Web Development: Proven experience in designing and developing similar systems is...

We are seeking a skilled Virtual Stock Analysis Assistant to conduct research and analysis on stocks, identify potential investment opportunities, and support informed decision-making. Key Responsibilities: 1. Conduct fundamental and technical analysis on assigned stocks 2. Utilize financial tools to gather and analyze data 3. Monitor stock performance and identify potential downtre...potential investment opportunities, and support informed decision-making. Key Responsibilities: 1. Conduct fundamental and technical analysis on assigned stocks 2. Utilize financial tools to gather and analyze data 3. Monitor stock performance and identify potential downtrends 4. Prepare concise reports summarizing research findings and recommendations 5. Assist in developing and backtesting trading ...

For Foundation in Human Rights. I have an Epson XP-2101 printer that uses a continuous ink system and serial firmware from a website I purchased a while ago. The printer had a problem with the head and I took it to a technical service. After this the system stopped working, I used the recovery code to activate the unlocked firmware but it comes out that it doesn't match and the support that sold me the code doesn't want to help me. I fear that the technical service has made some change to my printer. I need someone with the necessary knowledge to activate the current system or unlock the printer using a remote session or by sending the necessary code or access. Whoever gets the job will be given any other background information or access if necessary.

...Pine Script on Tradingview for my trading system. This Pine Script will be involved in backtesting and automating my existing trading system. Key Features: - Implementation of two specific indicators, MACD and Exponential Moving Average. - Utilization of specific timeframes, using one timeframe for trade entry and a different timeframe for trade exits. - Utilisation of MACD and exponential moving averages for triggering entry and exits. Ideal Skills and Experience: - Broad understanding and experience of coding with Pine Script. - Significant knowledge of financial markets and technical indicators. - Proven experience in automated trading systems. - Familiarity with MACD and Exponential Moving Average indicators is required. - Understanding of ...

Seeking an experienced WordPress developer to build an all-inclusive financial platform. Key Features: - Facilitate trading in stocks, mutual funds, commodities, and forex. - Provide aggregate financial news covering stock market trends, mutual fund performance, commodity prices, forex exchange rates. - Showcase detailed insurance plans and coverage options encompassing life, car, and health insurance. Ideal freelancer will have: - Proficiency in WordPress development. - Knowledge of financial markets and their dynamics. - Experience in creating user-friendly, engaging, and informative web interfaces. - Past portfolio in financial services web development, similar to platforms like Groww, Upstox, Angel one, Policy Bazar, etc - Presentable Mobile App Looking forward to co-creati...

Description: We are seeking a skilled PineScript developer to assist in automating multiple trading strategies on TradingView. Our project involves combining 3-4 individual indicators per strategy to create comprehensive, automated trading strategies that can generate precise trading signals. Project Objectives: Strategy Development: Combine 3-4 individual TradingView indicators to create a single cohesive strategy. This involves precise coding to ensure that the strategy triggers trades based on specific conditions dictated by the combined indicators. Testing and Optimization: Once strategies are developed, they need to be rigorously tested and optimized for performance across different trading scenarios. Responsibilities: 1. Work closely with our team to...

...link I provide here, to create a powerful, engaging video that promotes a trading platform called Metaforex. Yes our logo pls add this text in Arabic (only use this text: MetaForex توصيات بدقه ٩٠٪؜ ٣-٥ توصيات يوميه 1500 pip اسبوعياً ) make sure it looks like the photo attached and you can use same idea and effects of the video in this link, but feel free to be as creative as you can. and use this link to add to the video: Key Requirements: - The video should be in a captivating Motion Graphics style. - The primary goal of the video is to promote the trading platform, so it should be designed to engage and attract potential investors

I need a woman, ideally 18-25, who can present a script for my videography project. The script is intended to highlight the benefits of my stock trading platform and encourage people to join. The presenter must be: - Able to deliver a professional and formal style of presentation - Comfortable in front of a camera It's important that the final video comes across as trustworthy and credible, so a confident delivery is key. Please ensure you can provide samples of your previous work.

Set up a hybrid messaging system using Exchange internally and Pop3/Imap externally

I'm in need of a motion graphics designer to create a powerful, engaging video that promotes a trading platform. This is a significant project that requires a skilled and imaginative professional. add same text and can use same idea and effects of the video in this link: and use this link to add to the video: Key Requirements: - The video should be in a captivating Motion Graphics style. - The primary goal of the video is to promote the trading platform, so it should be designed to engage and attract potential investors. - I want the video to highlight the simplicity and ease of use of the platform, using simple but effective animations

I am looking for a skilled developer to create an Aadhaar enabled payment system that encompasses a variety of crucial features. Key Requirements: - Incorporate biometric authentication to ensure user security and privacy. - It needs to be integrated with mobile applications to maximize usability and reach. - Requires a transaction history tracking feature for accounting and auditing purposes. As the primary users will be merchants and consumers, the user interface should be intuitive and easy to use. Platform Compatibility: - The system should be compatible with Android and iOS for mobile user convenience. - Additionally, it should work smoothly on web browsers for potential pc users. Ideal Skills: - Experience in mobile app development for both Android and i...

Integrate a staking smart contract with a React frontend page for interaction. The necessary components including the staking contract, staking react page and token contract have already been prepared. Initially, we will conduct trials on the Sepolia testnet or other testnet to ensure all systems are operational before launching on the Ethereum mainnet. I have already source code for UI. Budget: 1k timeline: 1 week Our staking contract and staking page have been forked from this project: - Staking contract: - Staking page: How to apply: 1. Video introduction -time: 1~2minutes -format: link url -content: full name, location, skills

I require a professional to install and set up my home theater system. This is a Technics SC-DV system, with the main focus being on high-resolution audio and smart home integration. Key components of the system include: - Dedicated speakers - CD/DVD player - AM/FM tuner Ideal freelancers for this job should consider the following: - Proven experience with home theater setup - Familiarity with Technics SC-DV systems - Detailed understanding of audio configurations - Strong knowledge of smart home integration The project's success will be measured by the proper functionality of all the system components, and the quality of the sound output. Your help in delivering a top-tier cinema experience right in my living room will be much apprec...

...a skilled developer to create a unique divergence trading strategy script for TradingView. This will involve the following: - **Development of a Divergence Strategy**: The core of this project will be to design a divergence strategy that can be effectively implemented within the TradingView platform. This should be a well-thought-out and efficient divergence strategy that can be easily understood and applied in real-time trading situations. - **Incorporation of Comparisons**: The script should include the capability to compare the price action on the chart compared to two other markets. When the price is diverging up it should issue a sell signel and vice versa. The perfect candidate for this project should be well-versed in both trading strategies and the Tradin...

I'm looking for a standalone speech-to-intent system that can interact with a Linux system running Ubuntu 16.04. This system should not be dependent on the internet, and I have a c++ application already running within the Linux system. This application would need to be made to run within the arduino or other. Would like to eventually move to a chipset if able. Key Requirements: - Voice Recognition: The system should have high accuracy voice recognition capabilities. - Intent Extraction: It should be able to extract specific intents from the recognized speech. - Standalone Operation: The system should function independently without requiring an internet connection. Specific Intents: - The system should be able to recognize and...

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Calculate LCOE for Solar PV System Description: Seeking an expert to compute the Levelized Cost of Electricity (LCOE) for a solar PV system based on installation, maintenance costs, and energy output. Deliverables: - Detailed report with cost breakdown, annual output, and LCOE. Requirements: - Experience in solar energy analysis. - Skilled in energy modeling tools. Materials Provided: - Datasheets, performance data, and EE582 Project.xlsx.

I am looking to develop an AIOPS system that primarily focuses on user behavior logs for proactive monitoring. Here's a brief outline of my requirements: - The main objective is automated incident management, efficient anomaly detection, active threat detection and generating tailored training programs to teach the solution. - The system should exclusively work with user behavior logs. Ideal candidates will have a proven track record in implementing similar systems and should have extensive experience working with AIOPS systems, threat detection, and manual neutralization strategies. Knowledge and experience with user behavior logs will be a significant advantage.

I'm looking for a skilled freelancer to assist in settin...testing, with a focus on real-time analytics. Key Responsibilities: - Develop and implement a cloud system optimized for software development and testing. - Integration of real-time analytics features to provide valuable insights. Ideal Skills and Experience: - Proficient in cloud architecture, particularly SaaS models. - Strong background in software development and testing. - Extensive experience with real-time analytics integration. This is a great opportunity for a freelancer with a solid track record in SaaS application development. The successful candidate will not only help establish a high-quality cloud system, but also support the integration of real-time analytics, ensuring the system meets th...

I am currently seeking a lawyer familiar with proprietary trading firms and compliance issues to assist me build a lawsuit. My goal is to regain access to my live trading account at a Hong Kong firm which was denied due to a compliance issue. Experience & Skills: - Proficient knowledge of the law surrounding compliance issues. - Proven track record in successful lawsuits involving trading firms. - Helpful to have familiarity with Hong Kong jurisdiction. My expectations: - Understand my case and clearly explain possible courses of action. - Construct a compelling lawsuit compelling the firm to reopen my account. - Previous consultation with a lawyer is not done. This is a challenging task so a seasoned professional is preferred, though I am open to upcoming ta...

I need a comprehensive approval system set up on my Sharepoint Online platform. Key Requirements: - Customized Forms: I'm looking to have unique forms tailored to our specific needs. This includes: - Custom Layout and Design: The forms should be visually appealing and user-friendly. - Additional Fields and Sections: Fields that are not present in standard forms should be added where necessary. - Dynamic Dependent Fields: Some fields should appear or disappear based on the user's previous selections. - Manual Submission: The approval workflow should be initiated when users manually submit a form or a request with the drop downs available. Ideal Skills and Experience: - Proficient with Sharepoint Online. - Extensive experience with creating approval systems. - Stro...

I'm in need of a talented Pine Script coder to bring my trading strategy to life. The primary focus of this project will be on the visualization of data on charts. I have a specific trading strategy that I'd like to implement using Pine Script. Your role will be to create a script that visualizes this strategy clearly and effectively. Key Requirements: - Experience with Pine Script - Understanding of different chart types and their appropriate application - Previous experience implementing trading strategies into Pine Script Your involvement will be pivotal in helping me visualize and understand my trading strategy. A proven track record in this area would be a significant advantage.

I'm seeking an experienced animator who can design a simple, minimalistic but appealing animation GIF. The focus of the animation will be: - Trading and stock market: We are leaning towards a simple, minimalistic representation. - Trading strategies: The animation should visually exemplify basic trading strategies. The ideal freelancer for this project should ideally have: - Experience in creating minimalistic animations - Basic understanding of stock markets and trading strategies - Ability to grasp and effectively convey complex concepts in an understandable, engaging manner. Your creativity in presenting these concepts is highly encouraged. Anticipating your inspiring ideas and bids.

Warning : Ideogram and similar AI generated Entries will be Blocked Instantly . Name: Grid & Gain Content Category: Stock market and Trading Related Educational videos. Logo Requirements: Imagery: The logo should include elements that reflect Stock market related elements. Color Scheme: We are open for your creative suggestions . Font Style: The font should be modern and easy to read. It should work well on digital platforms and print. Versatility: The logo must be scalable, looking good on both small devices like smartphones and large formats like billboards. It should also be legible in both color and grayscale. Originality: We value creativity and originality. The logo should be unique and clearly identifiable, Submit your logo design in a high-resolution vector format (...

...seeking a skilled web developer to build a website dedicated to buying Ethereum. Crucial features to be included are: - Real-time price updates: To maintain transparency and prompt decision-making, the site should display live changes in Ethereum values. - Payment gateway: An efficient payment system needs to be integrated, need to support multiple payment methods for a seamless customer experience. - User authentication and profiles: Security is paramount. The inclusion of a user registration system and individualized profiles is a must for tracking transactions and ensuring user data safety. The ideal candidate should have a strong background in web development and a thorough understanding of cryptocurrency, particularly Ethereum. Experience with payment gateway...

Description: Documentation centered around user-friendly password storage. Emphasis on simplicity, usability, and effectiveness. Web-based application featuring a modern and intuitive user interface. Requirements Analysis: Implementing secure session management, hashing, and salting passwords. Conducting input validation and sanitization. Utilizing a tool to assess password strength. Implementing user authentication and access control. Integrating a database for secure password storage. Algorithm of Proposed Solution: Designing a database schema tailored for password storage. Employing web technologies such as HTML, CSS, and JavaScript for the user interface. —————————— Presentation Layer: User Interface (UI) creation with HTML, C...

...our e-commerce website. Our focus is on lab-grown diamond jewelry, and thus, the content you create should be engaging, informative, and educational for our target audience. Key Requirements: - Regularly create high-quality content: We have a significant need for content creation, with over 20 pages needed for diamond jewelry education, as well as 500+ product descriptions. The ideal candidate will be able to sustain a consistent output and maintain a high standard of quality. Ideal Skills and Experience: - Proven track record in e-commerce content writing: Experience in creating content for e-commerce platforms, particularly in the jewelry industry, will be highly beneficial. - Knowledge of lab-grown diamonds: A background in or understanding of lab-grown diamond...

We are seeking a skilled Virtual Stock Analysis Assistant to conduct research and analysis on stocks, identify potential investment opportunities, and support informed decision-making. Key Responsibilities: 1. Conduct fundamental and technical analysis on assigned stocks 2. Utilize financial tools to gather and analyze data 3. Monitor stock performance and identify potential downtre...potential investment opportunities, and support informed decision-making. Key Responsibilities: 1. Conduct fundamental and technical analysis on assigned stocks 2. Utilize financial tools to gather and analyze data 3. Monitor stock performance and identify potential downtrends 4. Prepare concise reports summarizing research findings and recommendations 5. Assist in developing and backtesting trading ...

...need assistance with signal generation and report writing for a trading strategy on the SPY ETF, implemented through Jupyter. Specifically, I'm looking for: Exchange-traded Funds (ETFs) provide access to a basket of assets without having to buy all the components individually. The fund provider, who owns the underlying assets, designs a fund to track their performance and then sells shares in that fund to investors. Some advantages of ETFs are lower transactions costs, instant diversification, liquidity, tax efficiency, sectoral investing, the ability to purchase small amounts, and the availability of a wide variety of alternative, and even exotic, investments. This assignment requires you to construct a signal-based trading strategy for one particular exchangetrade...

I'm looking for a skilled web designer to create a website that serves as an examination system. This system will be used by more than 500 users and will include the following features: - Multiple choice questions - Essay questions - Time-limited exams The primary aim is to have an interface that's user-friendly, secure, and intuitive for users to interact with, especially during exam times. The layout and design must be professional and responsive to guarantee a smooth user experience. Ideal skills for this job include: - Proficient in web design - Previous experience in creating similar systems - Understanding of user experience principles - Strong communication skills to understand requirements and provide updates on progress. Please provide examples of pre...

The overall requirement of this project is to adapt a current Windows application that is programmed in C#. The source is : SysBot is a program that automates Pokemon trading, within Pokemon games on the Nintendo Switch. What is Pokémon trading? Within the Pokemon game, you can trade "Pokemon" with another player of the same game. This is called "Link Trading". We already have this routine covered and this is not in scope. We are interested in the Surprise Trade. A Surprise Trade is where you offer a Pokemon, and you trade with a complete random person, who also offers a Pokemon. It is not known what will be traded, hence the name Surprise Trade. There are 2 Pokemon games that use Surprise Trade. Pokemon Sword and Shield, and Pokemon Sc...

...developer with hands-on knowledge of stock market trading algorithms. The task primarily involves implementing proven trading strategies within a fully automated trading application. Below are my specific requirements: • Compatibility: The Python trading code must be compatible with the National Stock Exchange (NSE). • Algorithms: The code must incorporate 'moving averages' and the 'relative strength index (RSI)' into its algorithm to generate trading signals. • Data Sources: The software should leverage both real-time data feeds and historical data obtained from APIs to inform its trades. Programming in Python for algorithmic trading and understanding financial markets, especially the NSE, are essent...

I'm in need of a system that allows me to efficiently manage messages in my messaging app. Key Features: - **User Message Management**: I need to be able to view all messages between users. - **List View with Filtering Options**: The interface should present messages in a list view format, with filtering options to easily navigate through them. In addition, the system should ideally provide: - Option to delete messages: As part of the management, I should have the ability to delete inappropriate messages. I am looking for a developer with experience in message management systems, who can efficiently create a user-friendly admin interface. Experience with real-time data handling would be a plus. Please include any relevant past projects in your bid.

I have a very basic high-level requirement for an ERP System that we need. I have the basic workflow with me. I need a Business Analyst to go through the requirement and create comprehensive flowchart diagrams, Detailed specification, and UI/UX plan. Tasks need doing: - Converts the business needs into detailed functional specifications. - Creates comprehensive flowchart diagrams to visualize the workflow. - May assist with the development of UI/UX planner. - Identifies integration points and necessary third-party services. - Ensures that all business requirements are met in the system design. I have a very limited budget, hence any entry to intermediate level Business Analyst apply! Previous experience should be validated!