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LathissKhumar/README.md

πŸ‘‹ Hi, I'm PK Lathiss Khumar

Third-year CS student (B.E. 2028) β€’ AI Software Engineer β€’ Building production-shaped AI systems

LinkedIn Email LeetCode Location


🎯 What I'm Looking For

Software Engineering Intern / AI Software Engineer Intern β€” targeting roles that convert to full-time SWE / GenAI engineering positions.
Open to: Remote β€’ Relocation (Bengaluru, Hyderabad, Pune) β€’ On-site


🧠 My Superpowers

Superpower Evidence
End-to-end AI system building RAG pipelines, multi-agent orchestration, evaluation frameworks
Fast AI prototyping Idea β†’ working system in days, not weeks
Critical judgement on AI output Code review, design docs, validation before merge
Production-shaped thinking Shipped tested PRs in live client codebase at Indium Software

πŸ—οΈ Featured Projects

πŸ€– AgencyOS β€” Self-healing agentic AI platform

Multi-agent, event-driven platform of 5 LangGraph-orchestrated microservices coordinated via Agent-to-Agent (A2A) protocol
Self-healing web-intelligence layer with deterministic health scoring + automated schema-drift diagnosis/repair
Python LangGraph A2A Protocol FastAPI PostgreSQL Docker

πŸ“š RAG-Based Intelligent Document QA β€” Production RAG pipeline

Semantic chunking β€’ Async document ingestion β€’ Scalable embedding generation
Hybrid retrieval: BM25 + dense vector + MiniLM cross-encoder reranking
Grounded, context-aware answers with evaluation harness
Python LlamaIndex ChromaDB FastAPI MiniLM BM25

🧩 CanonPulse β€” Agentic narrative intelligence on Databricks

Dual-layer temporal graph reasoning over serialized fiction
Evidence-first pipeline: LLM extraction β†’ deterministic ledger resolution
269-test offline-first validation suite
Python Databricks Graph DB LangGraph Testing

πŸ”οΈ DepthWizard β€” Single-view 3D reconstruction

Depth Anything V3 backbone + physical solar-shadow verification
Calibrated uncertainty via split conformal prediction
GPU clipmap rendering for real-time terrain visualization
Python PyTorch CUDA Computer Vision Conformal Prediction


🌟 Open Source Impact

AI YouTube Shorts Generator (4.2k ⭐ / 750+ 🍴)

PR #57 merged β€” Fixed transcription pipeline: 0 β†’ 59 segments output
Contributed to a viral open-source AI content creation tool
Python Whisper FFmpeg Video Processing


πŸ’Ό Experience

AI/ML Intern @ Indium Software (Nov 2025 – Jan 2026)

  • Built RAG pipeline for Liftr (AI legacy code modernization platform) β€” ingested source code, README, TOML, YAML, configs at scale
  • Shipped production-quality PRs in live client-facing codebase with senior engineer code review
  • Authored technical design docs for architecture decisions; validated AI-generated output critically

πŸ› οΈ Tech Stack

Languages: Python Java C++ C JavaScript Go TypeScript SQL
AI/ML: PyTorch Hugging Face Scikit-learn LLMs RAG LangChain LlamaIndex Vector Embeddings
Agentic AI: LangGraph Multi-Agent Systems A2A Protocol Agent Orchestration Tool Use Prompt Engineering
Backend: FastAPI Django Node.js Socket.IO PostgreSQL MongoDB ChromaDB
Platforms: Docker Docker Compose Playwright Linux AWS Azure GCP GitHub Actions


πŸ“Š GitHub Activity

GitHub Contribution Graph

GitHub Stats Top Languages

Note: GitHub stats widgets may occasionally show placeholder images when the external services are temporarily unavailable. The contribution graph above is served from a separate service.


πŸ† Highlights

  • πŸ₯‡ NextGenHacks Winner β€” Best Idea Track
  • πŸ“ 650+ LeetCode problems solved (DSA rigor)
  • πŸ“– Technical writing β€” Design docs, architecture decisions, evaluation reports
  • πŸ”¬ Research mindset β€” Offline-first validation, conformal prediction, deterministic verification

πŸ“¬ Let's Connect

"Builder who pairs learned models with deterministic, verifiable reasoning" β€” the failure mode that drives my work: systems that look healthy while producing nothing.

LinkedIn Email


Pinned Loading

  1. recruiter-tour recruiter-tour Public

    Guided walkthrough of my best work for hiring managers

  2. AgencyOS- AgencyOS- Public

    Python 8 3

  3. RAG_PIPELINE RAG_PIPELINE Public

    Python 1 4

  4. DrishtiSDK DrishtiSDK Public

    Open-source accessibility SDK for Kotlin Multiplatform. Transform graphs, formulas, and molecules into haptic feedback, spatial audio, and voice guidance β€” fully offline, plugin-based.

    Kotlin 4

  5. GraphMind GraphMind Public

    Python 1

  6. DepthWizard DepthWizard Public

    1