class UtkalSingh:
pronouns = "he / him"
location = "Lucknow, India 🇮🇳"
education = "B.Tech CSE · Thapar Institute of Engineering & Technology (2023–2027)"
headline = [
"🐧 Linux Kernel Mainline Author — torvalds/linux.git · v7.1-rc1",
"🤖 CapScribe — LangGraph + Claude API pipeline · F1 0.923 on DRHP/IPO filings",
"🎓 LFX Mentee 2026 — Hiero Workflow Automation · Linux Foundation (Jun–Nov 2026)",
"🔄 CRIU Org Member — invited Apr 2026 · Kubernetes live-migration infrastructure",
"🌍 240+ contributions · 10+ international OSS projects · 100+ kernel patches",
]
interests = ["Applied AI", "Fintech & Capital Markets", "Linux Systems", "Open Source"]
hobbies = ["🥁 Congo & Drum Kit", "🏏 Cricket", "🏸 Badminton"]- LFX Mentorship (Jun–Nov 2026) — Probot/TypeScript GitHub Workflow Automation App for the Hiero blockchain SDK (Linux Foundation LFDT)
- CapScribe — Extending the capital-event intelligence pipeline across a broader DRHP/IPO corpus
- GSSoC 2026 — Open source contributions as a selected contributor
| Project | What It Does | Stack | Benchmark |
|---|---|---|---|
| 🔬 CapScribe | Extracts structured capital events (allotments, bonus/rights issues, auth-capital changes) from 500-page DRHP/IPO filings into validated JSON | Python · LangGraph · Claude API · ChromaDB · FastAPI · Docker · pytest | F1 0.923 · P 1.00 · R 0.86 |
| 📈 OrderFlow Backtester | Cache-line–aligned C++ limit-order-book engine · Python ML signal pipeline · React dashboard | C++17 · pybind11 · XGBoost · GARCH · FastAPI · React | 352 M queries/s |
| ⚖️ LegalMind | Multi-stage RAG pipeline over legal/compliance docs — ingestion → chunking → embedding → retrieval → synthesis | Python · LangGraph · FastAPI · Next.js · GraphQL · Redis · PostgreSQL | Redis cuts warm latency −40% |
| 🔧 RISC-V HPC | Cross-compiled SPOOLES 2.2 & ARPACK-ng to riscv64 bare-metal under LFX HPC Mentorship; configured cross-sysroot & toolchain flags | GCC cross-toolchain · riscv64 · QEMU | LFX HPC Mentorship |
|
🌟 Linux Kernel —
|
🔄 CRIU — Checkpoint/Restore in Userspace
|
|
⛓️ Hiero SDK — Linux Foundation · LFX Mentee 2026
|
🌱 Additional Contributions
|
| 🥇 Achievement | Details |
|---|---|
| 🐧 Linux Kernel Mainline Author | Patch in torvalds/linux.git · v7.1-rc1 — one of very few undergraduates with mainline authorship in a kernel cycle |
| 🔄 CRIU Org Member | Invited Apr 2026 · checkpoint-restore organisation · production Kubernetes C/R infrastructure |
| 🎓 LFX Mentee 2026 | Competitively selected · Linux Foundation · Hiero GitHub Workflow Automation (Jun–Nov 2026) |
| 🌿 GSSoC 2026 Contributor | Selected contributor · 3 PRs merged across open-source projects |
| 🦈 GitHub Pull Shark | High-cadence merged pull requests across multiple repositories |
| ⚡ GitHub Quickdraw | Fast engagement on issues and pull requests |
| 🤝 GitHub Pair Extraordinaire | Co-authored commits in collaborative OSS environments |
| 📚 Class Representative × 3 Years | Thapar Institute — CSE department · 150+ LeetCode problems |
| Issuer | Certificate | Credential | Date |
|---|---|---|---|
| 🐧 Linux Foundation | LFC102 — Linux Kernel Internals & Development | LF-tm3vxdc7ko |
May 2026 |
| 🐧 Linux Foundation | LFD103 — A Beginner's Guide to Open Source Software Development | LF-zw954ib5m2 |
May 2026 |
| 🤖 Microsoft Foundry | RAG-Based Solutions | hzdybrv8 |
Feb 2026 |
| 🤖 Microsoft Foundry | Multi-Agent AI Orchestration | — | Feb 2026 |
| 🤖 Microsoft Foundry | Fine-Tuning LLMs | — | Feb 2026 |
| 🖥️ NVIDIA DLI | Generative AI with Diffusion Models | — | Jun 2026 |
| 🖥️ NVIDIA DLI | Fundamentals of Deep Learning | — | Jun 2026 |
| 📮 Postman Academy | API Testing · Prototyping & Documentation Paths | — | 2026 |