sanjibani

👋 Who Am I?

I'm a senior software engineer with 10+ years of experience.

Today I focus on Agentic AI systems — multi-agent pipelines that do real-world research, forensic analysis, and automation, not just chat. I particularly love the engineering challenge of making LLM-powered systems reliable, not just impressive.

When I'm not shipping code, I teach high school mathematics and enjoy breaking down complex technical concepts into things anyone can understand.

🎯 My superpower: I can navigate between a low-level circuit diagram and a high-level LLM orchestration graph without losing context. Rare combo.

🏗️ Building

🕵️ ForensicValue AI

Multi-agent forensic accounting for Indian stocks

Detects accounting irregularities, governance risks & value traps in NSE/BSE companies. Five parallel agents (Forensic, Management, RPT, Market Intelligence, Narrative) orchestrated via LangGraph, synthesized into a "Detective Story" report.

Python LangGraph Streamlit Gemini/Claude

📈 Value Investing Agents

Daily autonomous research pipeline for special-situation investing

Monitors NSE/BSE filings for insider trades & corporate events, then runs a 4-level deep-research pipeline (DeepSeek V3 + Qwen). Persists insights in PostgreSQL with pgvector. Feedback loop trains a reward model to personalize over time.

Python LangGraph PostgreSQL pgvector Redis Docker

🤖 Autonomous SRE Agent

AI that reads your logs so you don't have to — at 3 AM

Ingests production logs, clusters them with HDBSCAN, flags anomalies with Isolation Forest, investigates root causes via cross-encoder reranked RAG, and drafts fixes for human approval. Human-in-the-loop learning improves recommendations over time.

Python HDBSCAN ChromaDB OpenAI Kafka Streamlit

💊 Medicine Finder

AI-powered drug information assistant

A conversational tool for looking up medicines, active ingredients, and substitutes — built with a clean, fast React frontend and an intelligent backend that surfaces the right information quickly and safely.

React Node.js LLM

🤝 Contributing to

PRs to projects I depend on. Sorted by repo stars, descending. (merged) = in upstream, (open) = in review.

denoland/deno ⭐107,537 — update Chocolatey install link to community.chocolatey.org; fix dead MDN link to Body interface (merged ✅)
punkpeye/awesome-mcp-servers ⭐90,357 — Add sanjibani/qualia-mcp to Real Estate; Add sanjibani/fieldroutes-mcp to Support & Service Management; Add realm-mp-mcp to new Religion & Nonprofit section; Add sanjibani/hawksoft-mcp 🤖🤖🤖 (open)
vitejs/vite ⭐81,795 — remove dead helpx.adobe.com link; fix broken Rolldown Plugin reference link in api-plugin.md; correct VoidZero announcement URL in announcing-vite6 (merged ✅)
OpenHands/OpenHands ⭐79,571 — fix typo in OpenHands docs URL in add_agent.md (merged ✅)
withastro/astro ⭐60,738 — remove dead llms.txt reference (merged ✅)
microsoft/autogen ⭐59,521 — fix 2 broken external doc links (FAQ + Aspire dashboard) (open)
remix-run/react-router ⭐56,488 — fix dead Node.js debugging link in quickstart; replace dead https://rmx.as/discord shortlink with https://discord.gg/reactrouter (merged ✅)
crewAIInc/crewAI ⭐54,991 — fix dead Hyperbrowser SDK reference links in hyperbrowserloadtool (4 langs); fix dead Stagehand docs link in stagehandtool (4 langs); correct broken Weaviate WCS /connect link in weaviate_tool README; correct broken MindsDB data_sources link in ai_mind_tool README; correct broken AWS IAM Roles link in aws/s3 README; correct broken Tavily Python SDK link in tavily_extractor_tool README; remove dead merge.dev/discord link in merge_agent_handler_tool README; correct broken Hyperbrowser SDK reference links; correct broken Parallel Processors link in parallel_tools README; correct broken Browserbase Live Debug link in browserbase_load_tool README; correct broken Stagehand reference link in stagehand_tool README (open)
makeplane/plane ⭐53,921 — filter "Updated At" by updated_at column, not created_at (open)
BerriAI/litellm ⭐52,725 — fix dead ReadTheDocs links + dead Railway deploy buttons; propagate ssl_verify through aiohttp handler + retry path (#30778); promote role=system in messages[] to top-level system param (#30705); fix 3 broken docs links (sigstore cosign + litellm enterprise); apply default_team_params.models to newly created teams; fix broken guardrails docs link in ibm_guardrails README; fix broken links in README and enterprise docs (open)
astral-sh/ruff ⭐48,448 — fix dead ruff preview/preview.md link; fix dead alpinelinux testing repo link (merged ✅)
pixijs/pixijs ⭐47,686 — remove dead https://pixijs.io/customize link in v7 migration guide (open)
react-hook-form/react-hook-form ⭐44,784 — replace dead /api links with /docs in 4 locale READMEs; replace retired /jp, /pt, /zh subdomain links in locale READMEs (merged ✅)
drizzle-team/drizzle-orm ⭐35,049 — preserve MySQL enum values containing commas; await db query before cache.onMutate to close stale-repopulation race; skip MigrateProgress spinner when stdout is not a TTY; apply TTL to per-table composite-key Sets to prevent unbounded growth (open)
continuedev/continue ⭐34,708 — fix dead klavis.ai/integrations link; fix dead snyk.io/learn/security-vulnerability link; fix dead sanity release-schedules link; fix dead supabase database/security link; fix dead snyk.io/learn/software-composition-analysis-sca link; fix 4 more dead netlify docs subpaths; fix broken vLLM engine arguments docs link in vllm.mdx; fix dead /api-documentation/ subpath; fix dead endpoints.huggingface.co subpath; fix dead morphllm.com/dashboard link; fix dead morphllm.com/dashboard link; fix dead www.voyageai.com link; fix dead www.voyageai.com link; fix dead voyageai dash.api-keys link; fix dead llama-stack RTD link + typo; fix dead /analytics/get-started/ link; fix dead lancedb docs links; fix dead vllm engine_args doc link; fix 3 dead kindo.ai dashboard subpath links; fix 3 dead function.network doc links (open)
chatwoot/chatwoot ⭐34,112 — set Reply-To on Send Transcript emails (open)
pydantic/pydantic ⭐28,203 — Fix dead link to datamodel-code-generator docs; Fix dead link to Rust source (merged ✅)
langchain-ai/langchainjs ⭐17,897 — fix 5 broken doc links; drop empty AIMessages to avoid Converse API ValidationException; fix dead Learn link in README; preserve functionCall.id on Gemini tool_call content blocks; remap provider tool_call indices so they don't collide with text; drop empty AIMessages to avoid Converse API ValidationException; fix 4 broken external doc links (open)
TanStack/router ⭐14,755 — fix broken with-router-cli install doc links; fix broken createServerFn doc links in reading-writing-file tutorials; prevent lossy string coercion in defaultParseSearch (#7650); remove dead 'Composite Components' deep-dive blog link; fix broken zodValidator/valibotValidator API doc links; fix broken tanstack.com/discord link; fix broken swan-io/chicane link in overview.md; fix broken framer.com React Transition Group migration link; fix broken Chakra UI links in integrate-chakra-ui.md (open)
vercel/commerce ⭐14,123 — remove 4 dead demo-store URLs from README (open)
freshframework/fresh ⭐13,784 — append nonce alongside existing directives instead of stripping 'unsafe-inline'; fix dead deno.land/x/fresh API Reference link; forward non-Fresh 404s to next middleware (server.proxy, etc.); warn when useNonce falls back to unsafe-inline; match more specific dynamic route when a catch-all was registered first; replace dead deno.land/x/fresh link with jsr.io/@fresh/core; drop dead usefresh.dev/showcase link; fix dead IS_BROWSER doc URL; fix dead FreshConfig doc URL; fix dead deno.land/x/fresh doc URLs; fix dead deno.land/x/fresh doc URLs; fix dead fresh_charts and fresh_marionette links; fix dead usefresh dynamic-routes link (open)
BeehiveInnovations/pal-mcp-server ⭐11,643 — raise ToolExecutionError on expert-analysis failure (open)
CursorTouch/Windows-MCP ⭐6,334 — raise on failure so isError=true on the MCP wire (open)
sooperset/mcp-atlassian ⭐5,501 — raise MCPAtlassianError so isError=true on the MCP wire (open)
haris-musa/excel-mcp-server ⭐3,990 — raise domain exceptions so isError=true on the wire (open)
denoland/std ⭐3,547 — remove dead deno.land/std link from README (registry retired) (open)
basicmachines-co/basic-memory ⭐3,381 — consume same-level sibling sections in replace_section (#1012); make single-entity delete resilient to file-cleanup failures (#1033); prevent phantom ~/basic-memory directory on load_config; abort sync on PermissionError to prevent destructive index reconciliation; fix 3 broken links in README and cloud-cli (open)
CrowdStrike/falcon-mcp ⭐210 — fix dead Agentspace doc link (open)
cabout-me/gramps-mcp ⭐36 — fix broken openwebui mcpo proxy link; raise GrampsAPIError so MCP framework reports isError=true (open)
beycom/onetool-mcp ⭐21 — propagate is_error to MCP wire on tool failures (open)
mjunaidca/taskforce ⭐10 — raise on failure so isError=true on the MCP wire (open)
felixdorn/mcp-nix ⭐7 — raise ToolError so failures carry isError=true on the wire (open)
templetwo/back-to-the-basics ⭐5 — raise on failure so isError=true on the MCP wire (open)
knishioka/td-mcp-server ⭐0 — raise ToolError so MCP framework reports isError=true (open)
sanjibani/paid-skills ⭐0 — cross-link to mcp-skills-pack (open)
sanjibani/skill-sandbox ⭐0 — cross-link to mcp-skills-pack (open)

📊 GitHub Stats

🧠 Currently Exploring

Building more reliable agentic systems (the harness matters as much as the model)
Forensic accounting automation for Indian public markets
Low-level systems — revisiting the ECE roots
Value investing through the lens of AI-assisted research

Provide feedback

Saved searches

Use saved searches to filter your results more quickly