Skip to content
View somuai's full-sized avatar
🎯
Focusing
🎯
Focusing

Block or report somuai

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
somuai/README.md

Profile Overview

AI Systems Engineer focused on foundation model infrastructure, agentic runtimes, and distributed systems. Active contributor to Tier-1 open-source machine learning frameworks including Hugging Face Transformers, Google DeepMind Optax, Google ADK, and Anthropic Model Context Protocol.

  • Focus Areas: Rotary Position Embeddings (RoPE), Optimizer Numerical Stability, Multi-Agent Orchestration, High-Throughput Inference.
  • Engineering Philosophy: Deterministic guardrails, zero-allocation memory paths, clean architectural modularity.
  • Current Work: Autonomous developer agents, AST-based self-healing pipelines, and real-time LLM gateways.
Soumyajit Ghosh
Soumyajit Ghosh
B.Tech, KIIT University

Tier-1 Open Source Provenance

Organization / Repository Focus Area Contribution Highlights Pull Request Status
Dokploy (dokploy) Security & Auth Enforced server-side SSO boundary across passkey, email, and social sign-in #5291 Merged
Dokploy (dokploy) Cloud Infrastructure Allowed + and @ in readValidDirectory safe path validation #5190 Merged
Comet ML (opik) LLM Evaluation Platform Unit test coverage for IsJson metric evaluation #8001 Merged
First Contributions (first-contributions) Community Infrastructure Contributor record and directory onboarding #124195 Merged
Hugging Face (transformers) Architecture & Modeling Validated RoPE dimension parity across LLaMA, Qwen, and Gemma configurations #48524 In Review
Google (adk-go) Agent Runtime Added misspell linter, US spelling sweep, and HTTP cassette isolation #1465 In Review
LiteLLM (litellm) LLM Gateway Fixed Vertex AI rerank document serialization in normalized responses #38277 In Review
Documenso (documenso) Document Signing Platform Implemented field metadata runtime validation #3318 In Review
Google DeepMind (optax) Numerical Optimization Prevented NaN divergence in Adam/Adamax optimizers under float16 zero-gradients #1768 In Review
Anthropic (modelcontextprotocol) MCP Specification Clarified sequential-thinking tool hint semantics and execution bounds #4742 In Review

Merged Open-Source Contributions (Live Dynamic Feed)

Repository Contribution Highlight Pull Request Merged Date Status
Dokploy/dokploy fix(auth): enforce SSO on server-side sign-in endpoints #5291 2026-09-04 Merged
Syknapse/Contribute-To-This-Project Add Soumyajit Ghosh card #4736 2026-09-01 Merged
firstcontributions/first-contributions docs: add Soumyajit Ghosh to contributors list #124195 2026-09-01 Merged
Dokploy/dokploy fix(server): allow '+' and '@' in readValidDirectory path validation #5190 2026-08-26 Merged
comet-ml/opik test(python-sdk): add unit test coverage for IsJson metric #8001 2026-08-26 Merged
lingdojo/kana-dojo content: add new japanese proverb #29155 2026-08-25 Merged
lingdojo/kana-dojo content: add new japan fact #29154 2026-08-25 Merged
firstcontributions/first-contributions Add Soumyajit Ghosh portfolio to Contributors list #123556 2026-08-20 Merged
Syknapse/Contribute-To-This-Project Add contributor card for Soumyajit Ghosh #4717 2026-08-20 Merged
firstcontributions/first-contributions Add Soumyajit Ghosh to Contributors list #123511 2026-08-19 Merged

Tech Stack & Tooling

Languages & Core Runtimes

Languages

Machine Learning & AI Engineering

ML Frameworks

Infrastructure, Databases & Cloud

Infrastructure

Frontend & Full-Stack Systems

Frontend

Contribution Analytics

GitHub Contribution Streak

Flagship Projects & Systems

  • codexmap: Real-time self-healing multi-agent cockpit for code generation, AST dependency mapping, and context drift prevention.
  • clura-v2: Self-hosted OAuth 2.0 and OpenID Connect identity provider built with Bun, Express, Next.js, and PostgreSQL.
  • Saathi: AI grief companion architecture featuring low-latency multimodal video and real-time session recovery.
  • parity: Automated financial reconciliation engine detecting transactional anomalies across frozen bank statements and internal ledgers.

Contact & Collaboration

Pinned Loading

  1. cable-rfp-automation cable-rfp-automation Public

    Autonomous Multi-Agent AI System for B2B government cable RFP discovery, technical SKU specification matching, BOQ pricing, and automated bid generation.

    Python 1

  2. codexmap codexmap Public

    Real-time self-healing multi-agent cockpit for code generation, AST dependency mapping, and context drift prevention.

    JavaScript 1

  3. Prava-Restock Prava-Restock Public

    Autonomous Restock & SaaS Renewal Agent powered by Prava Session API, predictive depletion modeling, and deterministic financial guardrails.

    Python 1

  4. SynthDoc SynthDoc Public

    Multi-modal AI framework for detecting synthetic & forged Indian identity documents (PAN, Aadhaar, Passport, UPI QR).

    Python 1