Som

somtri/somtri

My GitHub profile page. Terminal-style, refreshed daily by a workflow that uses only GitHub's own actions.

somtri/tensorflow

An Open Source Machine Learning Framework for Everyone

somtri/Model-Optimizer

A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.

somtri/laya

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

somtri/zellij

A terminal workspace with batteries included

somtri/Personal-AI-Router

Router that virtually distributes inference across connected devices in the home.

somtri/TensorRT-LLM

TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.

somtri/thorium

Chromium fork named after radioactive element No. 90. Source code and Linux releases. Windows/MacOS/ARM builds served in different repos, links are towards the top of the README.md.

somtri/portfolio

Som Tripathi's portfolio for software engineering, applied AI, quantitative research, and data systems.

somtri/flashbulb

Drift-adaptive, zero-write-token memory for a Qwen agent (Qwen Cloud Hackathon, Track 1 MemoryAgent). Two token-free signals; +0.35 clean recall under drift vs SOTA; Alibaba ECS + OSS.

somtri/ollama

Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

somtri/vantref-bench

somtri/dummyjobs

somtri/dummyclinic

somtri/dummyshop

somtri/macro_markets_ml

Release-aware R analysis of macro signals and next-month S&P 500 direction

somtri/poke327

A terminal Pokemon-style adventure written in C and C++ with ncurses.

somtri/cine_ml

Movie rating regression with TMDB metadata, OMDb labels, GridSearchCV, and a Streamlit dashboard.

somtri/smart_signal

Stock movement forecasting with chronological validation, random forest modeling, sentiment features, and an interactive dashboard.

somtri/run_scope

Real-time experimental process monitoring with Rust, WebSockets, React, anomaly detection, and SQLite run history.

somtri/impact-lab

C++20 limit order book engine + aggregate price impact research

somtri/flashbulb-amd

Self-hostable memory for AI agents. A neural surprise gate decides what to keep for zero LLM tokens, and nothing leaves your machine. Memory and a Gemma 4 model run on one AMD MI300X, ROCm end to end. Free, open source for devs, sovereign for enterprise.

somtri/memsearch

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.

somtri/humanizer

Agent skill that removes signs of AI-generated writing from text

somtri/agent-client-protocol

A protocol for connecting any editor to any agent

somtri/zed

Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

somtri/CloudCompare

CloudCompare main repository

somtri/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

somtri/vggt

[CVPR 2025 Best Paper Award] VGGT: Visual Geometry Grounded Transformer

somtri/scikit-image

Image processing in Python