I'm a Computer Science undergraduate passionate about building intelligent systems that solve real-world problems.
My work spans across:
🧠 Artificial Intelligence
🤖 Machine Learning
👁️ Computer Vision
📊 Deep Learning
🌍 Geospatial AI
📈 Financial NLP
🏥 Healthcare AI
Currently, I'm exploring advanced machine learning architectures, multimodal AI systems, reinforcement learning, and interpretable deep learning models.
Worked on Geospatial Machine Learning for Flood Risk Prediction using heterogeneous environmental datasets.
- Developed hybrid ML models using Random Forest, XGBoost, and SVM
- Designed terrain-aware spatial feature engineering pipelines
- Built spatial cross-validation strategies for robust model evaluation
- Reduced critical-region misclassification below 5%
- Worked with GeoPandas, GDAL, ArcGIS Pro, QGIS, and Scikit-Learn
Presented at ISCMCTR 2025 and accepted for publication in MITS Journal 2026.
Ongoing research focused on:
- Multimodal physiological signal analysis
- Explainable AI
- Temporal deep learning models
- EEG-based biomarker discovery
Built a CNN-DQN agent capable of autonomous navigation using visual observations.
Highlights
- Deep Q Networks (DQN)
- Experience Replay
- Target Networks
- End-to-End Perception to Action Learning
- Achieved reward score of 0.93
Deep learning pipeline for foreground motion segmentation using explicit temporal differencing.
Highlights
- ResNet18 Encoder-Decoder
- Temporal Attention
- Self-Supervised Learning
- Edge-Aware Supervision
- Computer Vision Research Pipeline
End-to-end Earth Observation and Remote Sensing pipeline.
Highlights
- Satellite Image Processing
- Spatial Feature Engineering
- ResNet-based Classification
- 87% Classification Accuracy
current_focus = {
"Research": [
"Multimodal AI",
"Computer Vision",
"Medical AI",
"Explainable AI"
],
"Learning": [
"LLMs",
"Advanced Deep Learning",
"MLOps",
"AI Systems Design"
],
"Building": [
"Research Projects",
"Open Source Contributions",
"Production ML Systems"
]
}🥇 Research Intern @ IISER Mohali
📖 Research Publication Accepted (MITS Journal 2026)
🏁 Finalist — AI Hackathon IIT Kharagpur
🏁 Finalist — NLP Hackathon IIT Kharagpur
🏁 Finalist — Finance AI Hackathon IIT Kanpur
🎓 Oracle Generative AI Professional Certified
