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Achievement: Pull Sharkx2Achievement: Pair Extraordinaire

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Mohil-Ahuja/README.md

MOHIL AHUJA — CS + AI @ Plaksha · systems, ML, and security

I work on the parts of a system that are easy to claim and hard to prove — latency you have to measure at the tail, permissions you have to enforce rather than document, a wrong number that still renders as a working page. Lately that has mostly meant fixing other people's production code: 79 pull requests across 34 organisations — 29 merged upstream, 32 in review.

Where a number appears below, it was measured, and the method is written down in that project's README.

Open source

Open source contributions: 79 pull requests across 34 organisations, 29 merged

Merged upstream

  • assimp/assimp#6920 — 3MF: skip non-triangle faces when exporting triangles (merged 2026-10-23)
  • lakekeeper/lakekeeper#2139 — feat(storage): optionally add a principal to the STS session policy (merged 2026-10-22)
  • traceroot-ai/traceroot#2218 — fix(billing): find the plan item by price, not by position (merged 2026-10-20)
  • codemod/codemod#2447 — fix(core): resolve local nested codemod sources from the declaring package (merged 2026-10-19)
  • tarantool/tarantool#13394 — box: check the key part count before the np/pp collation check (merged 2026-10-19)
  • …and 24 more merged upstream

In review now

  • ksedgwic/clboss#379 — ConnectFinderByHardcode: replace the unreachable signet seeds (opened 2026-10-26)
  • onecli/onecli#626 — fix(gitlab): cover GET /api/v4/user with a read tool so whoami isn't blocked (opened 2026-10-26)
  • tursodatabase/turso#10690 — core/mvcc: undo only the conflicting write in a shared autocommit transaction (opened 2026-10-24)
  • ksedgwic/clboss#378 — clboss-channel-sizing: read pre-0.17.3 samples against the channel they describe (opened 2026-10-23)
  • topoteretes/cognee-community#433 — feat(connector): add Grafana Loki data-source connector (opened 2026-10-19)
  • …and 27 more open

Currently — in onecli/onecli: #626 fix(gitlab): cover GET /api/v4/user with a read tool so whoami isn't blocked, opened 2026-10-26.

Projects

low-latency-order-book-engine — 4.74 µs. p50 rebuild latency over 15,213,070 real NASDAQ ITCH messagessteward — MCP authz. per-action permission scopes and audit trail for LLM agents
tree-canopy-segmentor — 0.42 mAP. up from 0.33 across 100+ experiments · 14th of 143 teamskryo — $10K grant. Stellar Development Foundation · real-time payment settlement
uniengage — iOS live. co-founded · DPIIT-recognised · 500+ student pilot

Also around:

  • rl-puzzle-agents — PPO, GRPO and DQN benchmarked head to head in a custom Gymnasium environment
  • research-scout — arXiv retrieval agent with local embedding rerank and source-linked digests
  • llm-peer-review-agent — three-round self-critiquing reviewer scored against a single-pass baseline

Capability

Capability matrix

Ledger
2025 Barclays — CISO Office data-quality and deployment-automation systems
2025 $10,000 · Stellar Development Foundation Kryo
2025 Top 14 of 143 · Tree Canopy Segmentation Challenge weighted mAP 0.33 → 0.42
2024 $10,000 · Emergent Ventures algae-based air purifier
2024 Top 3 · BCG Ideathon quantitative microfinance credit model
2024 2nd place · Plaksha Hackathon
2024 ISC2 Certified in Cybersecurity

Email · LinkedIn · India

Contribution counts, panels and the lists above are rebuilt from the GitHub API every six hours. Output last changed 2026-10-27.

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