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