Nigam Kundu

About

Third-year B.Tech student with hands-on experience in machine learning, deep learning, time-series modelling, and statistical feature engineering. Builds end-to-end ML pipelines and embedded AI solutions, with an interest in applying data science to industrial and procurement problems.

Experience

• Student Convenor
  Company
  Aug 2026 – Present
• Co-Secretary
  Company
  Aug 2025 – Jan 2026

Education

• B.Tech in Electrical and Computer Science
  Vellore Institute of Technology, Vellore
  Electrical and Computer Science · 2028
• 12th Standard
  Bal Mandir Sr. Sec. School, Delhi
  PCM
• 10th Standard
  Bal Mandir Sr. Sec. School, Delhi

Skills

• SQL
• Python
• Forecasting
• DevOps
• Java
• Matplotlib
• NumPy
• Pandas
• scikit-learn
• PyTorch
• CNN (Convolutional Neural Network)
• Predictive Analytics
• API Integration Understanding
• Anomaly detection
• Agile
• Resnet-50

Projects

• Currency Segregation System
  Edge Impulse, ESP32-CAM, MobileNetV1, Arduino

  Built an edge AI real-time Indian banknote classification and physical sorting system with quantised on-device inference.

• Image Classification using ResNet
  PyTorch

  Fine-tuned a ResNet-based image classification model for plant disease detection with Grad-CAM explainability.

• CardioAge Challenge (ICBHI-CLASD 2026)
  Python, PyTorch, scikit-learn

  ECG-based chronological age prediction using a fold-paired ensemble pipeline with handcrafted features, CNN embeddings, and MAE-optimised blending.

Courses & certifications

• DevOps, Agile & Design Thinking · IBM Career Education Program / IBM Developer Skills Network · 2026

⚽ Extracurricular activities

• Student Convenor — SELECT Makeathon '26

  Leading planning and coordination for a national hardware makeathon at VIT.

• Co-Secretary — Bulls & Bears Club, VIT

  Organised finance-focused events and analytics discussions; managed club operations.