Mohak
ml engineer•arch btw•probably rewriting my neovim config
Publications
A Multi-Task Deep Learning Framework for Diabetic Retinopathy Analysis
SubmittedExperience
Research Intern
@ NITK SurathkalDeveloped Temporal Graph Networks with fixed and adaptive decay mechanisms for community detection and link prediction on Reddit dataset with 850K+ interactions.
Junior ML Engineer
@ Omdena AIBuilt end-to-end geospatial ML pipeline for detecting plastic debris across Italian and Mediterranean Seas using satellite imagery and Attention U-Net.
Projects
Opencode Notifier
OpenCode plugin that sends desktop notifications and plays sounds on permission, completion, error, and question events. Cross-platform support for macOS, Linux, and Windows.
Agent Forge
Structured research with agent teams. Ask a question, watch the plan execute step-by-step with full tracing, web search, and source fetching. Every action is logged for transparency.
Recall AI
On-device semantic search for images and PDFs that runs entirely on your phone. AI vision captions plus vector search with no cloud dependency. Built with React Native, Cactus SDK, and sqlite-vec.
Temporal Graph Networks
TGN with fixed and adaptive decay mechanisms for community detection and link prediction, achieving improved silhouette scores and MRR.
Plastic Debris Detection
Geospatial ML pipeline using Attention U-Net for semantic segmentation of plastic debris in Sentinel-2 satellite imagery.
Diabetic Retinopathy Analysis
Multi-task pipeline for DR severity classification and lesion segmentation using EfficientNetV2-S with 85.5% accuracy.
Indian Sign Language Recognition
Real-time translation of Indian Sign Language to text and speech using deep learning and MediaPipe.
Tech Stack
Languages
Python • TypeScript • JavaScript • Go • Java • Lua • Bash
ML/AI
PyTorch • TensorFlow • JAX • Scikit-learn • NumPy • Pandas • OpenCV • MLflow
Frontend
React • React Native • Next.js • Astro • Tauri • TanStack • Tailwind CSS • Vite
Backend
FastAPI • Flask • Node.js • PostgreSQL • MongoDB
Tools
Git • Docker • AWS