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NRR385/README.md

๐Ÿ‘‹ Who I Am

I'm a student developer from Hyderabad, India focused on building practical software across AI/ML, full-stack development and open source to solve real-world problems.

I enjoy turning ideas into working products, learning by building, and contributing to real-world projects through open source.

Build things. Understand how they work. Make them better.


๐Ÿš€ What I've Built

๐ŸŒพ CropTwin โ€” Serverless Digital Twin for Precision Agriculture

TypeScript ยท Node.js ยท AWS Lambda ยท DynamoDB ยท S3 ยท CDK ยท Satellite APIs

An AI-driven platform for monitoring crop health and generating automated agricultural advisories using satellite and weather data.

  • Integrated NDVI/EVI satellite data, weather data, and GDD-based prediction to detect crop stress and generate recommendations.
  • Designed and deployed a serverless AWS architecture using CDK, reducing the operational overhead of traditional IoT-based approaches.

Live Demo View Repo


๐Ÿ“ˆ Trading Strategy with Machine Learning

Python ยท Scikit-learn ยท Streamlit ยท Pandas ยท NumPy ยท Yahoo Finance API

A machine-learning-based trading platform that explores financial forecasting using candlestick patterns and technical indicators.

  • Built Ridge Regression models with engineered features such as RSI and VROC to generate multi-day price forecasts and trading signals.
  • Developed a Streamlit dashboard integrating market data, visualizations, and automated Buy/Sell/Hold trend analysis.

View Repo


๐Ÿ›’ Multilingual Mandi โ€” AI-Powered Market Assistant

React ยท Vite ยท Node.js ยท Express ยท AI APIs

A full-stack AI platform designed to help users with multilingual market communication, price discovery, and negotiation assistance.

  • Built a React/Vite frontend and Node.js/Express backend for a responsive market-assistance experience.
  • Integrated AI-powered pricing insights and multilingual assistance supporting 3+ languages.

View Repo


๐Ÿง  MindMancer โ€” AI Mind Reading Game

Python ยท TypeScript ยท FastAPI ยท MongoDB ยท Machine Learning

An adaptive 20 Questions-style character guessing game that combines machine learning with a deterministic weighted evidence engine.

  • Uses Decision Tree guidance and weighted evidence to adapt questions based on previous answers, including uncertain responses like Probably and Don't Know.
  • Features a persistent knowledge base that allows users to teach the system new characters and expand its knowledge over time.

View Repo


๐ŸŒ Open Source

๐ŸŽฎ QuickPlayZone โ€” Cyber Highway Crosser

Contributed to QuickPlayZone, an open-source retro game collection. Contribution: Added the Cyber Highway Crosser arcade game and implemented various gameplay features.


๐Ÿ› ๏ธ Tech Stack

Domain Tools
Programming Python, SQL, Java, JavaScript, TypeScript
Frontend React, Vite, Tailwind CSS
Backend & APIs Node.js, Express, REST APIs
Data & ML Pandas, NumPy, Scikit-learn, EDA, Feature Engineering, Data Visualization
Cloud AWS Lambda, DynamoDB, S3, SNS, CDK
Developer Tools Git, GitHub, Jupyter Notebook, Power BI, Excel

๐Ÿ“Š GitHub Activity


GitHub Streak


Pac-Man contribution graph

๐Ÿค Let's Connect

I'm interested in software engineering, AI/ML, open source, internships, and building useful products.

LinkedIn

Email



**Code. Build. Learn. Repeat. **


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  1. CropTwin CropTwin Public

    ๐ŸŒพ Digital Twin Platform for Precision Agriculture | AWS Serverless | TypeScript | Capable of serving 1000+ farms in India

    TypeScript 5 2

  2. Multilingual-Mandi Multilingual-Mandi Public

    Multilingual Mandi is a full-stack AI-powered web application that enables multilingual communication, real-time price discovery, and smart negotiation for local Indian markets. Built using React, โ€ฆ

    JavaScript 5

  3. Trading-strategy-with-candelstick-pattern-using-Machine-Learning Trading-strategy-with-candelstick-pattern-using-Machine-Learning Public

    Forked from Ramganesh78/Trading-strategy-with-candelstick-pattern-using-Machine-Learning

    AI-Driven Trading System using Ridge Regression for 3-day recursive price forecasting. It features VROC (Volume Rate of Change) to filter market noise and identifying false signals. Built with Pythโ€ฆ

    Python 1

  4. MindMancer MindMancer Public

    Adaptive 20 Questions character guessing game using Decision Tree ML and fuzzy answer scoring.

    TypeScript 5

  5. Cyber-Highway-Crosser Cyber-Highway-Crosser Public

    ๐Ÿ•น๏ธ A cyberpunk arcade game built with React, TypeScript, and Tailwind CSS โ€” featuring dynamic difficulty, traffic dodging, scoring, and local leaderboards.

    TypeScript 6