Hi! I'm a B.Tech CS (AI & ML) graduate passionate about building production-grade intelligent systems that solve real-world problems.

• 🤖 ML Engineer at Rechk — BERT paper intelligence (82.4% acc, ROC-AUC 0.946)
• 🛰️ Research Intern at NIT Warangal — Crop yield ML (LightGBM R²=0.906)
• 🛡️ ML Intern at DRDO — Toxic gas classifier (XGBoost 95.02%)
• 📄 Published Researcher — 2 ML papers
• 🌟 Microsoft Learn Student Ambassador
• 🏆 Top-60 Finalist — FHIR® Hackathon 2025
• 🥇 Amazon ML Challenge 2025 — Top 1200 National Rank
• 🎓 UIET, MDU · 2022–2026

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⚖️ IPC & BNS Predictor — RAG Legal AI

LangChain FAISS Gemini 3.5 Flash HuggingFace

RAG system mapping FIRs to 500+ IPC / 350+ BNS sections at 92% accuracy. Cut manual review by 60% and response time by 40%.

📄 Rechk — AI Research Paper Classifier

BERT FastAPI Docker Gemini 3.5 Flash

End-to-end pipeline: ingestion → BERT quality (Q1–Q4) → grammar correction → plagiarism detection. 82.4% accuracy on 1,350+ papers.

🥔 Potato Disease Detection

Swin MobileViT Grad-CAM Streamlit FastAPI

Benchmarked 7 transformer models on 717 leaf images. 97% accuracy (Swin), 94.86% (MobileViT, 5.6M params). Grad-CAM interpretability.

🛒 Amazon ML Challenge 2025 — Multimodal Price Prediction

PyTorch Qwen3 DINOv2 Cross-Attention

Cross-attention fusion of Qwen3 (text) + DINOv2 (vision). Top 1200 national rank, SMAPE 50–52% via 5-fold CV + ensemble stacking.