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bytebymanas/README.md

Manas Chhabra

B.E. CSE (AI/ML) @ Chandigarh University Shipping deep learning systems and competitive algorithms.

Technical Skills


TECHNICAL FOCUS

  • Languages & DSA: Python, C++, Java 17, SQL, Data Structures & Algorithms
  • AI & ML: TensorFlow, PyTorch, Scikit-learn, XGBoost, NLP, Deep Learning, Transfer Learning
  • GenAI & LLMs: LLMs, Fine-tuning, RAG, Prompt Engineering, Embeddings, ChromaDB
  • Backend: FastAPI, REST APIs, PostgreSQL, Linux, Git
  • Specialized: RNNs, LSTMs, CNNs, ResNet, Edge Computing, Real-time Inference

Active Projects

  • Deep Learning Fake News Detector | TensorFlow, Transformers, RNN/LSTM — Sequential text classification with Word2Vec & BPE tokenization
  • Driver Drowsiness Detection | MediaPipe, OpenCV — Edge-optimized facial monitoring (94–96% accuracy)
  • CIFAKE | ResNet50, Transfer Learning — Real vs AI-generated image classifier (85%+ accuracy)
  • NOVA | Gemini API, Voice Processing — Voice-first AI interface with multimodal capabilities

Currently Practicing

  • Advanced DSA patterns (binary search, DP optimization, sliding window variants)
  • Research implementations in deep learning
  • Placement prep — DSA + ML systems interview focus

Development Metrics

GitHub Streak Stats


Contribution Graph

github contribution grid snake animation

Hackathon Achievements

  • TEKATHON 2026 — Top 40 out of 1,500+ teams (Smart India Hackathon)
  • Hackverse 2024 — 2nd Place National (Healthcare AI)
  • BuildVerse 6.0 — 5th Place National (OSINT Analytics)

Connect

LinkedIn Portfolio Kaggle Email

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