Stock price prediction using neural networks matlab thesis jobs

I'm in need of a mobile-based, retro-themed cafe management system that integrates essential functionalities. Key Features: - Inventory Management: This should include tracking stock levels, ingredient management, etc. - Online Ordering: Customers should be able to place orders through their mobile devices. - Table Reservation: Capability to reserve tables in the cafe. Payment Options: - Cash on Delivery: The only payment mode for the online ordering feature. Ideal Candidate: - Proficient in mobile app development - Prior experience in developing cafe/restaurant management systems - Familiarity with retro design aesthetics would be a plus * Please bid only if you have similar experience. Thanks

...By optimizing stock levels based on demand and product value (Pareto analysis), the software will minimize unnecessary inventory holding. Improve stock availability: Ensure branches have sufficient stock to meet customer demand, reducing stockouts and lost sales. Increase efficiency in distribution: Automate order generation and shipment processes to branches based on real-time demand data. Enhance data-driven decision making: Provide insights into product classifications (A, B, C) and demand patterns to inform strategic purchasing and product placement decisions. 3. Functional Requirements 3.1 Inventory Management Product data management: Maintain a comprehensive database of products with attributes (SKU, name, description, unit cost, etc.). Inventory tracking: T...

I'm in need of an experienced blockchain developer who's well-v...developer who's well-versed in Ethereum platform and smart contracts development. The main goal of this project is to create and implement smart contracts for a real estate-based use case. Key Requirements: - Proficient in Ethereum platform and smart contracts development - Prior experience in developing real estate-based applications is a huge plus - Ability to integrate with other blockchain networks such as Hyperledger or EOS The successful candidate will work closely with me to implement these smart contracts and ensure they meet all the necessary requirements. If you've got a strong background in blockchain development, especially with Ethereum, and a keen interest in real estate applicatio...

I'm in need of a Excel setup algo that can execute orders on Zerodha from excel file. I require the following features: - One click button: The system should be able to place and execute my selected orders from excel with one click button. - Customizable Order Parameters: I need to be able to set my own order parameters, including the stock, quantity, price, and other variables. The ideal freelancer for this project should have experience in: - Developing python algo application with excel. - Integrating with Zerodha API. - Implementing automated trading systems. - Creating user-friendly interfaces, with some level of custom design.

As part of my business operations, I need a robust and all-inclusive Excel-based Point of Sale (POS) and Inventory system. KEY FEATURES: - **Sales Tracking**: The system should track all sales, revealing important stats that can aid decision-making. - **Inventory Management**: Stock should sync automatically with sales from POS, maintaining an accurate record of available goods. - **Customer Database**: Important fields such as Contact Information and Purchase History should be part of this system. Important tax-related fields like the tax fee and tax ID number should also be included. IDEAL SKILLS: Freelancers with a strong background in Excel and inventory management systems are preferred. Experience in integrating POS systems and data entry automation is also desirable. Knowle...

As part of my business operations, I need a robust and all-inclusive Excel-based Point of Sale (POS) and Inventory system. KEY FEATURES: - **Sales Tracking**: The system should track all sales, revealing important stats that can aid decision-making. - **Inventory Management**: Stock should sync automatically with sales from POS, maintaining an accurate record of available goods. - **Customer Database**: Important fields such as Contact Information and Purchase History should be part of this system. Important tax-related fields like the tax fee and tax ID number should also be included. IDEAL SKILLS: Freelancers with a strong background in Excel and inventory management systems are preferred. Experience in integrating POS systems and data entry automation is also desirable. Knowle...

I have a YouTube channel where i talk about investing and i need a thumbnail for a video titled "Three penny stocks under $4 to consider buying now". {lease include the attached logo in the thumbnail.

I'm ...should be able to efficiently handle the needs of the employees - As we don't have remote workers, the focus is on ensuring the on-site network is secure and robust. - Media streaming via wifi - NAC implementation - Online browse policy, social network, and other inappropriate site restrictions Ideal Skillsets: - Proficiency in networking design for small offices - Experience in setting up networks for file sharing and communication - Ability to ensure network security and reliability - Excellent communication skills and the ability to understand the needs of a small office with a limited number of users. - some options for VPN - Wifi Security WPA Please bid if you have proven experience in similar projects and can provide a comprehensive yet cost-effective ...

I'm looking for a freelancer to create a captivating PowerPoint presentation that encapsulates the essence of my senior thesis in Business management. Focused on Marketing strategies, the presentation should ultimately: - Highlight key findings from my thesis - Showcase the marketing models used in my research The ideal candidate should have a solid understanding of business management and a knack for creating presentations that are not only informative, but also visually engaging. A background in marketing is desirable, as is the ability to translate complex concepts into simpler terms suitable for a broader audience. Please make the presentation based off my paper I have attached.

As I am writing a Bachelor thesis on the subject of value creation in cultural diversity, I am seeking an experienced academic writer with a strong background in intercultural studies, economics, and innovation. The project involves investigating the role of innovation and creativity as central themes. Ideal Skills: - Academic research and writing - Knowledge in intercultural studies - Creativity and innovation understanding Tasks: - Analyze the economic impact of different cultures through the lens of innovation and creativity. - Understand and communicate the importance of social cohesion in this context. - Conduct case studies about value creation in diverse cultural settings. - Carry out a comparative analysis of these case studies to highlight apparent trends. - Formulate...

I'm looking for a network specialist to install a Ubiquiti-based network in my home. The main device to be installed is the UniFi Dream Machine. Cat5 already installed throughout the home. Would like additional unifi access (U6 Wall) points to ensure full coverage. Key Requirements: - Full home network setup: This includes co...maximum speeds. - train homeowners on network and firewall (in person) - provide information on how to add cameras (in person) - terminate Cat5 cables at Dream Wall and install 2 U6 In-Wall devices (termination also required) - local only Ideal Skills/Experience: - Proficiency with Ubiquiti networking equipment, especially the UniFi Dream Machine. - Prior experience with setting up full home networks. - Strong troubleshooting skills for potential conne...

...websites that we login to to order medication for our pharmacy. They are and Attached are images of both of the web pages searching for specific items. The items come up with a red circle beside them (indicating that they are out of stock) and a green circle beside them (indicating that they are in stock) I would like an extension that notifies me when an item comes back into stock. For example I would add "CHLOROMYCETIN 0.5% REDIDROPS" to my wishlist and it will be marked as out of stock with a red circle, When it comes into stock (the circle turns green) I want to be notified via alert and email within a minute or so. Key Features: - The extension should be capable of monitoring a webpage every minute for any changes. - It should ...

I'm seeking a highly skilled Python developer to implement an automated stock trading algo strategy with top-of-the-line features. Here's what you would need to handle: - Implement automation of the trading execution. This includes suggesting suitable algo methodology and developing programs to automate trade orders, modification, and cancellation. - Integration with the Shoonya trading platform. Understanding of APIs is crucial. - Managing a high frequency of trades, on a tick by tick basis; real-time is absolutely essential. Therefore, previous experience and proven ability to implement such processes is vital. The ideal candidate would have a deep understanding of Python and experience in algo trading, particularly automated trading execution. Proficiency working with...

Exercise Description: we have designed a practical exercise to assess your expertise in building and deploying serverless applications using AWS Serverless Framework and AWS CDK. In this practical exercise, you are required to utilize the AWS free tier to demonstrate your skills in deploying serverless applications using AWS CDK (Cloud Development Kit) Your task involves creating an API with GET and POST methods, where the POST method registers a user to a DynamoDB table and returns a GUID, while the GET method retrieves user information based on the GUID. Requirements: 1. Build a CDK construct to deploy serverless applications including API Gateway, Lambda functions, DynamoDB, and IAM roles. 2. Develop a wrapper in CDK to orchestrate the deployment of the serverless compon...

...non-profit newcomer services society. I need a talented video content creator who can produce engaging and compelling videos for my target audience: young adults aged between 19 and 35. Key Responsibilities: - Prepare a social media strategy. - Prepare Editorial Calender of at leats 6 months - Prepare post templates. - Produce high-quality videos that are innovative and engaging. (at least 90 stock videos for TikTok) - Implement strategies for attracting, retaining, and engaging the target audience. Ideal Skills: - Proficiency in various video editing software. - Ability to tailor content to the general public, specifically young adults. - Demonstrable experience in creating engaging video content. - Ability to creatively convey information and concepts. T...

I'm seeking a skilled developer to create a sophisticated machine learning system aimed at predicting heart risk issues for patients. This system is intended to primarily benefit doctors, patients, and admin workers in the medical field. Key Responsibilities: 1. Developing Predictive Models: The main objective of this system is to efficiently predict the likelihood of a patient having heart-related issues, specifically coronary artery disease, heart attacks, and arrhythmia. Expertise in machine learning algorithms and predictive modelling is crucial. 2. Integration of Data Sets: The system must be able to handle vast sources of patient data to generate accurate predictions. These include patient's medical history, lifestyle information, as well as real-time health data. Extens...

For my project, I'm seeking an adept professional to create and use a microgrid environment in Matlab as a means of reducing energy costs. Expertise in the use of the Deep Q-Network reinforcement learning algorithm is fundamental. Main responsibilities will be: - Creating a microgrid in Matlab. - Implementing a Deep Q-Network reinforcement learning model. What you must consider: - I will provide the data for the load power (P_load) and photovoltaic power (P_pv). - The cost of the generated power (P_gen) and grid power (P_grid) must be taken into account. Ideally, contenders are expected to have a solid background in Matlab, machine learning (ML), and specifically, a deep understanding of reinforcement learning. Furthermore, due to the technicalities invol...

I require a proficient developer who can code a stock checker bot for Lowe's. The bot will need to be compatible with Discord, as we'll be using commands there to pull product ID and zip code data. Key details include: - It must be coded in Python. - The bot should track stock availability at Lowe's for a specified zip code, in real-time. Requirements: - Competency in Python is a must. - Previous experience in developing bots compatible with Discord. - Understanding of real-time data tracking. - Knowledge of Lowe's system or similar would be advantageous. The final deliverable should enable users on Discord to run a command with the product ID and zip code to get real-time results on product availability and price.

I am seeking a professional electrical engineer who is well-versed in MMC programming, especially for the DSP 28377D. Using Matlab and CCS Key Responsibilities: - Debugging and improving the existing code - Ensuring all tasks are executed correctly post code optimization Ideal Candidate: The proficient candidate for the role is someone with proven expertise in MMC programming and a deep understanding of the DSP 28377D. An engineer who can effectively debug and refine the current code to ensure all tasks are successfully carried out is highly sought after. The primary objective here is ensuring error-free code execution. In addition, problem-solving skills, attention to detail, and dedication to task completion are crucial.

A detailed technical explanation will be given about a block whole designed using Matlab simulink.

I'm looking for a proficient data scientist or machine learning expert to support me with a predictive analysis project. Key Project Details: - Objective: The primary goal of this project is to conduct a comprehensive predictive analysis. - Data Type: The data used will be categorical, and I need the freelancer to have expertise in handling and analyzing this type of data for predictive purposes. - Application: The results of this analysis are intended to inform important business decisions. Ideal Skills and Experience: - Profound expertise in machine learning algorithms, particularly in the context of predictive analysis. - Strong background in handling and analyzing categorical data. - Proven experience in making data-driven business decisions. I'm looking for a profession...

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...deliver an in-depth, insightful paper on stock price prediction. Key details include: - Focus Area: The paper should major on the application of Natural Language Processing (NLP), Computer Vision, and Reinforcement Learning in stock price prediction. Your specialty in these areas is of utmost importance. - Time Frame: Particular attention should be concentrated on short-term predictions, within a span of 1 week to 3 months. - Methodology: You'll apply Time-series analysis for the predictions. Your familiarity with this methodology will be a great advantage. I desire a paper characterized by depth, clarity, and originality. Reasons, facts, and data to substantiate points are essential. Background in financial research and adept understandi...

post photos specification and price from website to to offer uo 100 golf cartsPM me. You must be familiar Offerup, country. Hi, I need to copy about 100 items from 2 website to to a new account. Need all pictures, descriptions copied over. Only difference is price. will have some photos and some videos

...network with more than 50 nodes. The primary purpose of this setup is for smart city infrastructure, industrial monitoring, and agricultural monitoring. This network will majorly handle the transmission of sensor data, commands for execution, scheduled on/off, node grouping, node discovery and group command. Ideal skills and expertise include: - Solid understanding and experience with LoRa Mesh networks - Ability to design and implement a network for more than 50 nodes - Experience with integrating sensor data, executing commands, scheduling on/off, node grouping, and disseminating group commands - Familiarity with smart city infrastructure, industrial monitoring, and agricultural monitoring applications. Succinctness, attention to detail, and the ability to deliver within set...

...should take normal time to send btc one wallet to another wallet in normal internet connection. 2) These usdt will disappear after 365 days. (negotiable) Note:- There should be some option to select diff timing starting from 10 days upto 365 days based on user input 3) There should be an option to select which crypto currency end-user want to flash. (USDT, BTC and TRX) Compatible with all USDT networks (TRC20 , ERC20 , BEP20 , BEP2 , SOLANA , POLYGON) 4) I want the sending screen to be easy and to show the message easily. 5) VPN and TOR options included with the proxy Blockchain server option 100% confirmed transaction The transaction fee is max, priority for quick confirmation Cannot cancel a transaction with the bitcoin server It works with all wallets More projects I ha...

I am looking to build an E-commerce platform using Python's Django framework. 2 hour work my budget is 1000rs Key features required include: - A web development focus, primarily for an E-commerce platform - Adding and managing categories within the platform - Designing and integrating user authentication system - Setting up a fully functional payment gateway integration - Creating and managing a user-friendly content management system The ideal freelancer for this project should have strong experience in Python Django for web development, specifically E-commerce. They should possess a broad set of skills including, user authentication creation, payment gateway integration, and content management system development. Familiarity with E-commerce website standards and structu...

...should take normal time to send btc one wallet to another wallet in normal internet connection. 2) These usdt will disappear after 365 days. (negotiable) Note:- There should be some option to select diff timing starting from 10 days upto 365 days based on user input 3) There should be an option to select which crypto currency end-user want to flash. (USDT, BTC and TRX) Compatible with all USDT networks (TRC20 , ERC20 , BEP20 , BEP2 , SOLANA , POLYGON) 4) I want the sending screen to be easy and to show the message easily. 5) VPN and TOR options included with the proxy Blockchain server option 100% confirmed transaction The transaction fee is max, priority for quick confirmation Cannot cancel a transaction with the bitcoin server It works with all wallets...

I need a website to create and manage redemption codes. Redeem codes should be generated automatically after creating the product offer, based on available stock of the product. The system must "burn" the code once it is used. Key requirements: - Frontend: Clients will access the code redemption page through a url provided by us. - Backend: Random code generation: the system must be able to generate redemption codes randomly in URL format. - The Backend page must have 3 sections. Create Offer / New Orders / Reports - Code management: the site must burn the codes already used. - Easy to use: the system must be intuitive and easy to use Ideal skills and experience: - Web Development: Competent in web development - Code Generation: Experience in implementing random code g...

...Responsibilities: - Designing Azure infrastructure: This involves creating a blueprint of the entire setup including virtual machines, storage accounts, virtual networks, and other resources. - Deploying Azure infrastructure: Once the design is finalized, the admin will be responsible for implementing the infrastructure based on the design. - Managing Azure infrastructure: After successful deployment, continuous management is required to ensure everything runs smoothly. The admin should be able to troubleshoot issues, optimize performance, and make necessary adjustments as the need arises. Deploy applications to AKS clusters using containerization technologies like Docker, Kubernetes, and Container Registry Familiarity with Azure CLI & PowerShell Set up a 2/3 tier ...

i have to creat a heart risk prediction system using machine learning. my syste is used y hosptal. admin , doctor and patient are my will train the modal, predict the risk. patient will see all the results after they user must have 9 menu.

...machine learning capabilities. This project includes: - Developing a comprehensive user registration system. - Implementing a resilient live chat feature. - Incorporating advanced machine learning algorithms. The machine learning aspects should include, but are not limited to: - A recommendation system, tailoring user experience based on past interactions or preferences. - Data analysis and prediction capabilities to provide useful insights and future predictions. The ideal freelancer will have: - Prior experience in web application development. - Proficient understanding of machine learning algorithms. - Familiarity with developing user registration systems and live chat features. - Demonstrable experience in the design and integration of recommendation systems and pred...

I'm looking for an experienced professional who can help me with backlinks to increase my website traffic. Key Points: - I have a strong preference for backlinks from industry-specific blogs, but open to suggestions. - Your primary goal should be to help me drive more relevant traffic to my site. Experience: - Proven track record of successfully creating backlinks - Experience in SEO and driving website traffic - Understanding of industry-specific blog markets is a plus

... (SADAFCO). The report should be conducive to a word format, with a targeted length of approximately 20 pages. Instructions: 1. Deep dive on Saudi Dairy and Foodstuff co. (SADAFCO) 2. Data Collection: - Financial Reports: Obtain recent annual and quarterly financial reports from the company's official website or financial market databases. - Market Data: Use TADAWUL to gather historical price data. - Beta Value: Retrieve the company's beta from Yahoo Finance. - Risk-Free Rate: Search for current risk-free rate data applicable to Saudi Arabia (usually government bond yields). 3. Analysis Tasks: - Capital Structure Analysis: - Explain the concept of capital structure. - Calculate the proportion of debt vs. equity in the company’s capital st...

I'm seeking a skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. P...

...and thermal installations. This professional will be responsible for creating the necessary technical designs and providing detailed installation plans. The ideal candidate should have prior experience in similar projects, deep knowledge of sanitary and thermal systems, and a meticulous eye for detail. Part of external installations – involves the preparation of plans for external water supply networks, sewerage, yard lighting, the route of the natural gas supply pipe, the method of drainage of rainwater, the method of collection and discharge of sewage, all of which are accompanied by technical reports, lists of quantities and technical sheets If you are a team that can cover all these aspects, it would be highly appreciated. A successful candidate for this project should...

I'm in need of a skilled developer to create and publish a utility application for Android focusing on task management. This app will also need to be monetized through various ads. Key Responsibilities: - Develop a utility application on Android that offers robust task management capabilities - Implement ad integration to monetize the app - Ensure the app runs smoothly and is user-friendly Ideal Skills: - Proficient in Android app development - Experienced in task management app creation - Knowledgeable in ad integration processes - UI/UX design skills to create an appealing and user-friendly application

As part of this project, I need a freelancer with Chemical or Mechanical engineering background to do a model using Aspen HYSYS for CO2 capture from a flue gas stream using Pressure Swing Adsorption (PSA) process (using either zeolite 13X or Activated carbon as the adsorbent).

I'm looking for a professional web developer to create and set up a web portal to centralize the procurement process for a company. This will be spanning over 225 seperate entities under one brand, across 900 sites. Key Project Requirements: - Design and develop a fully functional transparent cloud database of stock lists across 900 manufacturing sites. - Seperate log-ins depending on User level, i.e Standard > Manager > Admin. - Incident reporting - Implement secure payment gateways for bank transfers and card payments - Integration of data with our CRM(Salesforce) Ideal Skills and Experience: - Proficiency in Website development - Experience in large scale projects - Knowledge of integrating payment gateways - Experience with Salesforce Please include samples of y...

To show the history of Poland: - how country borders changes - description of most important historical events - add stock music 2D animation, about 2.5-3 minutes. Full HD format.

I need a seasoned GNN specialist, highly skilled in machine learning and data analysis. The project requires support as domain expertise, rather than specific application to finance, healthcare or marketing. Key Responsibilities: - Act as a domain expert - Guide through broader concepts of GNN Ide...specialist, highly skilled in machine learning and data analysis. The project requires support as domain expertise, rather than specific application to finance, healthcare or marketing. Key Responsibilities: - Act as a domain expert - Guide through broader concepts of GNN Ideal skills and experience: - Proficient in Machine Learning - Strong Data Analysis abilities - Deep understanding of Graph Neural Networks - Prior experience acting as a domain expert within GNN projects ...

...research and crafting scholarly 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 w...

I'm looking to develop a Microsoft Access database to manage and print cage cards for laboratory mice from an existing Excel file. The Excel includes columns like Cage ID, Strain, Sex, Age, Mouse ID, and Notes, among others. Each card should group mice by their Cage ID and include relevant details such as Strain, Mouse ID, Sex, and Requirements:Database Development: Create a database from the Excel Card Design: Design printable cards with the listed Functionality: Enable direct printing from Interface: Simple UI for selecting and printing cage provide a quote and timeline for this project, along with any similar work you've done.

...a linear regression analysis of customer data. Key Requirements: - **Data Analysis**: You should have a strong background in data analysis, and experience with customer data is a plus. - **Linear Regression**: Proficiency with linear regression is essential for this task. - **Finance Proficiency**: Experience in financial analysis would be beneficial as the analysis relates to loan default prediction. - **Problem Solving**: Ability to understand and adapt to the specific business case provided. The goal of this analysis is to understand the relationship between customer characteristics and the likelihood of defaulting on a loan. This information will be crucial for our risk assessment and decision-making processes. I'm looking for a freelancer who can not only perform ...

I'm aiming to list my company on the ASX and require an experienced professional to help with this complex process. Key Responsibilities: - Develop a comprehensive 30+ page business plan - Liaise and negotiate with professional accountants, lawyers, and stock brokers - Manage negotiations around the listing fees Ideal Skills & Experience: - Proven track record of successfully facilitating ASX listings - Proficient in business plan development, preferably within the ASX framework - Strong negotiation skills - Extensive professional network within the finance and legal sectors relevant to ASX listings Budget: - The budget for this project is $500 - $1000.

...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, and improve our overall inventory management. - Android App with Payment Integration: The project also involves developing an Android app that should be user-friendly, visually appealing, and efficient. The app must seamlessly integrate a payment gateway to enable secure and convenient transactions. - Balance Sheet and Profit and Loss Statement alongwith wastage to be generated D...

More details: What specific skills are you looking for in a full stack developer? Front-end development, Back-end development, Database management What programming languages and frameworks should the full stack developer be proficient in? Are there any specific integrations or APIs that the full stack developer needs to have experience with?

I'm looking for an expert to develop a supply chain software solution, primarily aimed at improving efficiency in my agricultural products export and distribution company. Key functionalities requirements: * Inventory Management: An efficient system that can organize, update, and monitor stock levels and details. * Order Processing: A streamlined process of handling customer orders from start to finish in a seamless way. * Logistics and Delivery Tracking: Real-time tracking and management tools to monitor and coordinate logistics and delivery. Ideal candidates would possess in-depth knowledge and experience with supply chain software development, particularly in the agriculture sector. A firm understanding of inventory management, order processing, and logistics combined ...

...Potential links between nitrates/nitrites and cancer - Their effects on cardiovascular health It will be essential for potential freelancers to have excellent research skills, a knack for creating compelling arguments, and the capacity to write in a way that's comprehensible and engaging for a broad audience. Intro: Hook Background Info Thesis Statement: Body of Essay: Support (5-10 paragraphs minimum) Support for Argument-Discuss support for argument using the OSIE format. Support for Argument Support for Argument Support for Argument (Continue as needed) 2. Body of Essay: Counterclaim - Identify Potential Opposition Counterclaim Section (2-5 paragraphs minimum) 3. Body of Essay: Refutation - Refute the Opposition Refutation/Rebuttal Section 4. Conclusion

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 downtrends 4. Prepare concise reports summarizing research findings and recommendations 5. Assist in developing and backtesting trading strategies