About

Manas Pandya is a passionate AI and Data Science student in his sophomore year at IIT Madras Zanzibar. With hands-on experience in AI model development he is also skilled in Python, Machine Learning, and Deep Learning. He has a strong interest in dynamics-based machine learning and is currently working on Time-Series based anamoly detection. His interests include Quantitative Finance, Machine Learning, Deep Learning, and Computer Vision.

Projects & Experience

Research Work

Technical Skills

AI/ML

  • Deep Learning
  • Computer Vision
  • Image Processing
  • LSTM
  • kNN
  • Ensemble Methods
  • CNN
  • Speech Recognition
  • NLP
  • Model Quantization

Programming

  • Python
  • PyGame
  • Data Analysis
  • SHAP/LIME Explainability
  • Data Augmentation (SMOTE)

Tools & Libraries

  • TensorFlow/PyTorch
  • Librosa
  • Pandas
  • NumPy
  • Scikit-learn
  • OpenCV
  • LaTeX
  • Git/GitHub
  • VS Code

Domain Knowledge

  • Astronomy
  • Financial Technology
  • Road Safety
  • Industrial Automation