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@Py-Contributors @Design-and-Code @Devs-Dungeon @Th3-Shield

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NRR385/README.md

👋 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.


🚀 What I've Built

🌾 CropTwin — Serverless Digital Twin for Precision Agriculture

TypeScript · Node.js · AWS Lambda · DynamoDB · S3 · CDK · 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


📈 Trading Strategy with Machine Learning

Python · Scikit-learn · Streamlit · Pandas · NumPy · 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


🛒 Multilingual Mandi — AI-Powered Market Assistant

React · Vite · Node.js · Express · 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


🧠 MindMancer — AI Mind Reading Game

Python · TypeScript · FastAPI · MongoDB · 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


🌍 Open Source Contributions

  • 🎮 QuickPlayZone — Cyber Highway Crosser — Added an arcade game and gameplay features. PR #53 · PR #54
  • 🎯 Combat Arena FPS — Fixed map collision detection and player spawn points. PR #4
  • 🛠️ DevToolsHub — Added category filters with dynamic counts, URL synchronization, and Back/Forward support. PR #140
  • 🚀 DevImpact — Added a share button for comparison results with Web Share API, clipboard fallback, URL preservation, and English/Arabic localization. PR #218

🛠️ 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

📊 GitHub Activity

Pac-Man contribution graph

🤝 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

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

    TypeScript 5 2

  2. Cyber-Highway-Crosser Cyber-Highway-Crosser Public

    🕹️ A cyberpunk arcade game built with React, TypeScript, and Tailwind CSS — featuring dynamic difficulty, traffic dodging, scoring, and local leaderboards.

    TypeScript 9 2

  3. 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, …

    JavaScript 5

  4. 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 Pyth…

    Python 1

  5. MindMancer MindMancer Public

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

    TypeScript 4

  6. leetcode-solutions leetcode-solutions Public

    My LeetCode solutions and DSA practice.

    Python 1