Chandan Singh

About

B.Tech CSE student specializing in AI/ML engineering with hands-on experience building deployable computer vision, NLP, and full-stack AI systems. Has shipped multiple end-to-end projects using YOLOv8, LSTM, XGBoost, SegFormer/DeepLabV3+, and LLM-based agentic pipelines.

Education

• B.Tech, Computer Science & Engineering
  Maharishi University of Information Technology
  Computer Science & Engineering · 2027

Skills

• SQL
• Computer Vision
• FastAPI
• Python
• JavaScript
• scikit-learn
• React
• Flask
• PyTorch
• TensorFlow
• LangChain
• Natural Language Processing
• RAG
• SQLAlchemy
• JWT Authentication
• Semantic Segmentation
• Faiss
• Shap
• Mediapipe
• Alembic
• Twilio API

Projects

• NikaAI
  YOLOv8s, FastAPI, Celery, Vercel

  Industrial defect detection and quality intelligence platform for the AMD AI Hackathon. Fine-tuned YOLOv8s for 17 defect classes, added uncertainty quantification and a Gemma LLM reasoning layer, and published the detector on Hugging Face Hub.

• HR-RAG-Assistant
  LangChain, FAISS, Jina Embeddings, Groq, Streamlit

  Retrieval-augmented HR policy Q&A system with a LangChain agent, Streamlit chat UI, and persisted FAISS index.

• MedVoice-AI
  React, FastAPI, OpenAI, Sarvam, Hugging Face, Groq

  Agentic clinical documentation platform for visit records, audio transcription, EMR generation, consent logging, and PDF export.

• HABS
  FastAPI, React, Random Forest, SHAP, Alembic

  Healthcare appointment booking system with async SQLAlchemy backend, no-show prediction model, and explainability.

• TRINETRA
  XGBoost, Twilio, Google Safe Browsing

  AI scam intelligence engine for real-time fraud detection across URLs, SMS, and WhatsApp screenshots.

• SIGNSPEAK
  LSTM, MediaPipe, React, Vite, Flask

  Word-level sign language recognition system using 30-frame LSTM sequences over MediaPipe hand landmarks.

• Falcon Offroad Semantic Segmentation
  DeepLabV3+, SegFormer, Albumentations

  Offroad semantic segmentation model for HackWithMumbai 2.0 on Duality AI's Falcon desert digital-twin dataset.

Courses & certifications

• AI/ML for Geodata Analytics · Indian Institute of Remote Sensing (IIRS), ISRO, Dept. of Space · 2026

🏆 Achievements & awards

• AMD AI Hackathon

  Designed and deployed NikaAI, a production-oriented computer vision platform, in a hackathon track sponsored with a $20,000+ overall prize pool.

• HackWithMumbai 2.0

  Built the Falcon offroad semantic segmentation model on Duality AI simulation data as part of the BWI-PS track.

• Self-directed model publishing

  Released a fine-tuned defect-detection model on Hugging Face Hub for public reuse and reproducibility.