10
5
6 years of experience
Experienced Software Engineer worked with different tech stacks like .net C#, cold fusion, MFC C++, PHP and now diving into Python world for generative ai. Developed RAG applications in different hackathons using flask api, openai assistant api, vectara and llamaindex. Also have learnt multi ai agent working and development
I am an experienced software engineer and architect working in the domains of Data nd AI.
The idea is to use Gemini's power of multi-modal power to get a better idea of a product using pictures, text, and documents. Our system will use Gemini AI to analyze product descriptions, and Compare different products and identify the best value proposition. Review product reviews by previous buyers and the repeat purchasing pattern by the same buyer. Recommend superior alternatives based on user preferences and market trends. Allow users to input information about their personality traits for personalized recommendations. Provide an insightful report explaining the reasoning behind each recommendation. Feature a chatbot interface to guide users through the product evaluation process. Product description could be provided through various means like:- URL of the product page, PDF copy of Product Description, Photo of Product itself, A click on the product page through a Chrome Plug-in, or pre-integrated in an e-commerce site, or in a mobile shopping app, where a photo of the product could be taken in real-time
25 Mar 2024
Using Vectara and Llamaindex we process tabular data using multiple models to get extremely accurate recommendations. Our solution can scrape product information from any e-commerce platform such as Amazon, Walmart, eBay, etc., and use RAG to incorporate customer-specific preferences to find out the best suitable products for price, features, ratings, etc. The solution facilitates the hybrid search mechanism i.e. keyword as well as semantic search capabilities. It also supports summarization for products e.g. concerning sales, trends, revenue, etc. The next steps are using a voice-enabled chatbot, and an alerting mechanism with product search across internet.
19 Apr 2024
TaijiFlow is an app designed to increase human healthspan by offering personalized exercise plans based on traditional Chinese medicine principles. The global population of people over 60 years old is expected to nearly double by 2050. In the U.S., there is a 12-year gap between life expectancy and healthy life expectancy, meaning people are living longer but not necessarily healthier in their later years. Current healthcare systems primarily treat symptoms rather than proactively improving health. TaijiFlow addresses this issue by recommending exercises and postures from traditional Chinese medicine practices such as tai chi and medical qigong. These exercises have been shown to act as natural anti-aging medicine and can be more effective than some conventional physical exercises. The app includes example video clips tailored to specific medical conditions or vital functions.
4 Jul 2024
Project Name: SmartCoder Developers face challenges such as: Manual Code Reviews: Time-consuming and error-prone. Boilerplate Code Generation: Tedious and repetitive. Test Case Generation: Labor-intensive and often incomplete. Code Documentation: Frequently neglected, leading to maintenance issues. So SmartCoder AI leverages Codestral to automate and enhance software development, addressing these challenges with: AI-Powered Code Review Assistant which analyzes code structure and quality, detects bugs and enforces coding standards, provides improvement suggestions. Intelligent Code Snippet Generator: Generates code snippets from natural language descriptions, customizable and integrates common libraries. AI-Driven Test Case Generator: Generates comprehensive test cases and provides coverage reports. Code Documentation Generator: Parses code and generates human-readable documentation. Market Value Code Review Assistant: Ensures consistent code quality, saving time. Code Snippet Generator: Speeds up coding and reduces errors. Test Case Generator: Enhances code reliability and saves time. Documentation Generator: Maintains comprehensive code documentation, crucial for large and open-source projects. Conclusion "SmartCoder" automates critical aspects of software development, improving productivity, code quality, and efficiency. It meets the high demand for automated development tools, making it a valuable asset for development teams.
17 Jul 2024
This Streamlit app is an AI-powered travel Agent that generates personalized travel itineraries using AI71. It automates the process of researching, planning, and organizing your dream vacation, allowing you to explore exciting destinations with ease. Features Research and discover exciting travel destinations, activities, and accommodations Customize your itinerary based on the number of days you want to travel Utilize the power of GPT-4o to generate intelligent and personalized travel plans. How it Works? The AI Travel Agent has two main components: Researcher: Responsible for generating search terms based on the user's destination and travel duration, and searching the web for relevant activities and accommodations using SerpAPI. Planner: Takes the research results and user preferences to generate a personalized draft itinerary that includes suggested activity.
7 Aug 2024