About
Building AI tools & applications - AISandbox.
Projects
Enabling rapid prototyping of AI architectures through integrating AI models in a node based editor.
Unofficial Rust client for Replicate (replicate.com). Provides a type-safe interface by deserializing API responses into Rust structs.
Side Projects
Contributing to HuggingFace Transformers. Pull requests such as adding Flax/Jax models, better Flax support, and improving docs
Implemented several recent papers from scratch such as VQGAN (with CI/CD, testing), Vision Transformers and MobileNet in PyTorch with documentation.
Work Experience
Competition Organizer • 2021-22
• Managed a team of 3 in organizing and coordinating 8 different
machine learning competitions attracting
over 2.5k participants, 9k+ submissions, and $4k+ in prizes.
• Challenges like Tree Segmentation, Iceberg Detection, Cloud
Removal from aerial images, etc.
• Writing internal docs, utilizing Blender, GANs to generate
synthetic data, AWS for compute, storage.
ML Research Assistant • 2020
• Worked on a food recognition task, focusing on segmenting over
273 different classes of food. Used Facebook
detectron, mmdetection, etc.
• Taught hundreds of students fundamental concepts of computer vision and deep learning through my
course, which contains over 100 lectures and 16+ hours of video content.
• Demonstrated various tools such as OpenCV, Tensorflow 2.0, FastAI, Detectron2, Weights & Biases for
experimentation, as well as Streamlit and Heroku for deployment.
• Achieved an average rating of 4.5 out of 5 from over 40 reviews.
Over the course of the year, I answered thousands of questions related to ML from learners.
Worked as a contractor/freelancer for many small startups
& personal projects. Completed over 25 gigs with 12 five-star reviews
Awards
AI Sandbox enables rapid prototyping of AI architectures through integrating AI models in a node base editor.
A single click deploying of your ML models on a decentralized compute and storage powered by Filecoin Virtual Machine, Bacalhau & Libp2p
"Isle of Colors" is an isometric 3D multiplayer game that aims to offer a unique social experiment in color. Build your cities and fight with other players for colors to paint your cities. Using web3 MUD framework & Optimism chain.