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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.
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Soumyajit Ghosh B.Tech, KIIT University |
| Organization / Repository | Focus Area | Contribution Highlights | Pull Request | Status |
|---|---|---|---|---|
PyTorch (torchtune) |
LLM Post-Training & Eval | Support configurable generation budget and harness-requested overrides in eleuther_eval |
#2992 |  |
PyTorch (ao) |
Quantization & Compiler | Handled aten.abs and amax-path ops in Float8TrainingTensor dispatch under HOP retrace |
#4870 | |
vLLM (vllm) |
Speculative Decoding | Resolved n_predict from text_config for Qwen3.5 multimodal MTP wrapper checkpoints |
#55369 |  |
vLLM (vllm) |
Speculative Decoding | Default num_speculative_tokens from draft config and defer multi-token warnings |
#55362 |  |
vLLM (vllm) |
Responses API | Ordered in-flight tool call chunks to prevent stream boundary collapse | #55371 | |
Hugging Face (transformers) |
Trainer & Token Alignment | Prevented bos_token_id erasure in align_special_tokens for Qwen and Falcon configs |
#48598 | |
Keras (keras) |
Core API & Ops | Exported random submodule and operations under public keras.ops namespace |
#23580 |  |
Google DeepMind (optax) |
Numerical Optimization | Prevented NaN divergence in Adam/Adamax optimizers under float16 zero-gradients | #1768 |  |
Show More Open-Source Contributions (Expand 14 Additional Tier-1 & Core Infrastructure PRs)
| Organization / Repository | Focus Area | Contribution Highlights | Pull Request | Status |
|---|---|---|---|---|
Weights & Biases (wandb) |
Artifact Subsystem | Bounded auto-generated internal artifact names to 128 chars with middle truncation | #12755 | |
OpenContainers (runc) |
Container Runtimes | Engineered kernel VFS /proc fallback in FchmodFile for custom Linux 5.10 kernels |
#5447 | |
Containerd (containerd) |
Container Engines | Implemented direct upload fallback on cross-repo mount 403 Forbidden responses | #14118 | |
SGLang (sglang) |
AI Inference | Added multimodal embedding zero-padding guard preventing server SIGQUIT crashes | #38155 | |
Hugging Face (transformers) |
Architecture & Modeling | Validated RoPE dimension parity across heterogeneous model configurations | #48524 |  |
Google DeepMind (optax) |
Numerical Optimization | Prevented NaN in scale_by_adamax on float16 zero-gradient steps | #1769 | |
Anthropic / MCP (servers) |
Agent Tooling Protocol | Corrected readOnlyHint and idempotentHint annotations for sequential thinking server | #4747 | |
OpenTelemetry (opentelemetry-python) |
Distributed Tracing | Built order-independent metric conflict detection on default-view fallback streams | #5632 | |
OpenTelemetry (opentelemetry-python) |
SDK Reliability | Guard against unhandled span processor exceptions in MultiSpanProcessor | #5626 | |
Google (adk-go) |
Agent Runtime | Clone Tools and Toolsets slices in constructor to prevent backing array aliasing | #1493 | |
Google (adk-go) |
Agent Runtime | Added misspell linter, US spelling sweep, and HTTP cassette isolation | #1465 | |
Google (adk-go) |
Agent Runtime | Recurse task_completed injection and rebind Agent in Run and RunLive | #1510 | |
Dokploy (dokploy) |
Security & Auth | Enforced server-side SSO boundary across passkey, email, and social sign-in | #5291 | |
Dokploy (dokploy) |
Cloud Infrastructure | Allowed + and @ in readValidDirectory safe path validation |
#5190 | |
Comet ML (opik) |
LLM Evaluation Platform | Unit test coverage for IsJson metric evaluation |
#8001 | |
First Contributions (first-contributions) |
Community Infrastructure | Contributor record and directory onboarding | #124195 | |
| Repository | Contribution Highlight | Pull Request | Merged Date | Status |
|---|---|---|---|---|
| vllm-project/vllm | [Bugfix][Spec Decode] Resolve n_predict from text_config for Qwen3.5 multimodal MTP | #55369 | 2026-09-07 |
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| Dokploy/dokploy | fix(auth): enforce SSO on server-side sign-in endpoints | #5291 | 2026-09-04 |
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| Syknapse/Contribute-To-This-Project | Add Soumyajit Ghosh card | #4736 | 2026-09-01 |
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| firstcontributions/first-contributions | docs: add Soumyajit Ghosh to contributors list | #124195 | 2026-09-01 |
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| Dokploy/dokploy | fix(server): allow '+' and '@' in readValidDirectory path validation | #5190 | 2026-08-26 |
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Show More Merged Contributions (Expand 6 Additional Merged PRs)
| Repository | Contribution Highlight | Pull Request | Merged Date | Status |
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| comet-ml/opik | test(python-sdk): add unit test coverage for IsJson metric | #8001 | 2026-08-26 |
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| lingdojo/kana-dojo | content: add new japanese proverb | #29155 | 2026-08-25 |
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| lingdojo/kana-dojo | content: add new japan fact | #29154 | 2026-08-25 |
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| firstcontributions/first-contributions | Add Soumyajit Ghosh portfolio to Contributors list | #123556 | 2026-08-20 |
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| Syknapse/Contribute-To-This-Project | Add contributor card for Soumyajit Ghosh | #4717 | 2026-08-20 |
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| firstcontributions/first-contributions | Add Soumyajit Ghosh to Contributors list | #123511 | 2026-08-19 |
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- 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.
- LinkedIn: Soumyajit Ghosh
- Portfolio: somuai-dev.vercel.app
- GitHub: @somuai
- Email: 23051387@kiit.ac.in
- Open to collaboration on foundation model inference kernels, distributed agent orchestration, and open-source infrastructure.