More Explorations

Bridging applied machine learning, decentralized systems, and full-stack engineering. This archive is a living ledger of my technical explorations. From architecting autonomous AI agents and NLP pipelines to building immutable Web3 platforms and coding procedural 3D simulations from scratch, these projects reflect my drive to solve complex problems across the entire modern tech stack.

Federated Fresh: Hybrid AI Orchestration Terminal

FastAPIGemini 2.5ChromaDBDuckDuckGo API

Hybrid AI routing engine orchestrating local ChromaDB retrieval, live web-search, and LLM inference.

75% reduction in local memory overhead. Async RAG pipeline via FastAPI BackgroundTasks for zero-lag UI.

Customer Churn Prediction

PythonXGBoostStreamlit

End-to-end ML model predicting customer churn — 67% recall, AUC 0.82.

Interactive Streamlit web app for real-time predictions deployed publicly.

PlantCore: Autonomous Maintenance AI

FastAPIXGBoostLangChainReact

Autonomous AI diagnostic agent for industrial motor failure prediction.

Hybrid pipeline: XGBoost for fault detection + Llama 3 (Groq) for repair protocols. Real-time telemetry UI.

Psilocybe Cubensis: 3D Simulation

JavaScriptThree.jsWebGL

Real-time procedural 3D mushroom lifecycle simulation. Space Colonization Algorithm handling 40,000 mycelial nodes.

Cinematic post-processing: Unreal Bloom, procedural geometry generation.

MABE: Social Action Recognition

PythonLightGBMKaggle

Kaggle competition project engineered to classify social behaviors in mice from pose-tracking data.

Built a robust feature engineering pipeline and trained a LightGBM classifier specifically optimized to handle severe class imbalance.

NLP Smart Search for Satellite Data

PythonNLPMachine LearningISRO

Text and voice-based intelligent search for satellite data ordering.

NLP parsing of satellite-specific terminology to interface with databases.

Peonia: Generative 3D Animation

JavaScriptp5.jsGenerative Art3D Math

In-browser 3D peony with continuous blooming/wilting lifecycle. No WebGL — custom rotation matrices + Painter's Algorithm.

Multi-modal rendering: solid pixels → particle dots → real-time ASCII mapping.

Digi-Pramaan — Decentralized Academic Authenticity Platform (SIH'25 Semi-Finalist)

BlockchainOCRMetaMask WalletCryptographyGit

Decentralized academic authenticity platform combining OCR & AI for automated data extraction with Ethereum Blockchain for immutable record-keeping.

MetaMask wallet integration for authenticated, tamper-proof certificate issuance. Top finalist out of 250+ teams in SIH 2025 internal round.