Bhishan Mahat
ML Engineer | Software Engineer
Bhishan Mahat
ML Engineer | Software Engineer
I love building stuff, and I like to build beautiful looking useful stuff. I am interested in robotics and machine learning.
Currently building computer vision systems at Rice University.
Expertise
Machine Learning
- Deep Learning & Neural Networks
- Convolutional Neural Networks
- Anomaly Detection
- Diffusion Models
- Transformers
- Model Optimization
Computer Vision
- Object Detection
- Image Classification
- Image Segmentation
- Structure from Motion
- Gaussian Splatting
ML Infrastructure
- PyTorch
- Scikit-learn
- NumPy
- OpenCV
- Hugging Face
- Cloud Platforms
Software Engineering
- Python, C++, Javascript / Typescript
- Next.js, React, Tailwind / CSS, HTML
- Git, CI/CD
- Docker
- Linux
Selected Projects
Autonomous Navigation System
Developed a real-time computer vision system for autonomous vehicle navigation using deep reinforcement learning. Achieved 95% accuracy in obstacle detection and path planning.
Predictive Maintenance Platform
Built an end-to-end ML pipeline for industrial equipment monitoring. Reduced downtime by 40% through early failure prediction using time-series analysis and anomaly detection.
Natural Language Processing Engine
Designed and deployed a custom NLP model for document classification and entity extraction. Processed over 1M documents with 92% accuracy using transformer architectures.
Physics-Informed Neural Networks
Research project combining mechanical engineering principles with deep learning. Developed PINNs for solving complex differential equations in fluid dynamics simulations.
Distributed Training Framework
Created a scalable distributed training system for large language models. Optimized training time by 60% through efficient parallelization and gradient accumulation strategies.
Get in Touch
I'm always interested in discussing new opportunities, collaborations, or just chatting about machine learning, engineering, and technology. Feel free to reach out!
Let's chat!
Whether you have a project in mind, want to collaborate on research, or just want to say hello, I'd love to hear from you.
Send an email© 2025 Bhishan Mahat. Built with Next.js and Tailwind CSS.