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Achievement: Pair Extraordinairex2Achievement: QuickdrawAchievement: Pull Shark

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GopalGB/README.md

Gopal Bagaswar

AI Engineer · RAG · Multi-Agent Systems · MCP · Production LLM Apps

Senior Data Analyst → AI Engineer. I ship production AI systems and contribute code to the frameworks they run on.

🚀 What I Build

Production AI systems that think, decide, and execute — agentic RAG, multi-agent orchestration, and real-time voice AI, with the eval + observability stack to keep them honest.

Project What it is Stack
career-os A job-search command center — self-paced AI-engineer curriculum, live ATS job feed (1000+ roles), JD-aware résumé tailoring Next.js 16, TypeScript, Python agents
getcallbounce Production voice AI for missed-call recovery — streaming STT + Claude + TTS under a sub-second latency budget Python, Twilio, Deepgram, Claude
rag-analytics-assistant LLM-first, guardrailed RAG analytics assistant over your own data — hybrid retrieval + anti-hallucination gates Python, FastAPI, vector DBs
codex-upgrade Portable zero-MCP power kit for the OpenAI Codex CLI — expert skills, prompts, and guardrails Python
awesome-ai-agents Curated list of 80+ AI-agent frameworks, memory, orchestration & eval tools —
claude-code-toolkit Production hooks, skills & configs for Claude Code — credential protection, session mgmt —

🔧 Open-Source Contributions

I contribute code-logic fixes to the AI/ML frameworks I build on — bugs, edge-case handling, and small features, with tests.

✅ Merged (12 PRs)

Repo Type What
gradio-app/gradio fix Convert non-WAV audio outputs to int16 to avoid playback corruption
gradio-app/gradio fix KeyError in @gr.render when an inner gr.Events re-renders
livekit/agents fix Make function-call history preservation configurable in AgentTask
mem0ai/mem0 feat reasoning_effort parameter support for reasoning models (+7 tests)
optuna/optuna-integration fix Late-binding closure bug in BoTorch _get_constraint_funcs
Mintplex-Labs/anything-llm fix Strip Markdown before sending text to TTS
huggingface/huggingface_hub · openai/openai-agents-python · stanfordnlp/dspy · fastapi/sqlmodel · anthropics/anthropic-sdk-python docs/chore Docs + example fixes

🔄 Open — under review (20 PRs across major repos)

microsoft/autogen ×2 · danny-avila/LibreChat · chroma-core/chroma · run-llama/llama_index · modelcontextprotocol/python-sdk · browser-use/browser-use · Arize-ai/phoenix · microsoft/markitdown · vibrantlabsai/ragas · kyegomez/swarms ×2 · mem0ai/mem0

Code contributions to frameworks including gradio, livekit, mem0, optuna, autogen, chroma, llama_index, and the MCP Python SDK.

🛠 Tech Stack

AI/ML    : Python · Claude · GPT · RAG · vector DBs · multi-agent systems · MCP · DSPy · evals
Backend  : FastAPI · Node.js · Java/Spring Boot
Frontend : React · Next.js · TypeScript · SwiftUI
Data     : PostgreSQL · MySQL · Pandas · Polars
DevOps   : Docker · AWS · GCP · Cloudflare · Linux

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