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harshalmore31/README.md

About

AI Infrastructure Engineer, Researcher, and Open-Source Contributor. I build AI systems that ship to production — where architecture decisions compound into products developers actually use. Previously built and led engineering on two widely-adopted open-source AI projects.

Currently pursuing Electronics & Computer Science at VIT Mumbai, working toward research in neural systems and brain-inspired computation.

Portfolio   LinkedIn   GitHub
> cat ~/work/featured.md

Featured Work

Memori — Creator & Lead Architect

github.com/MemoriLabs/Memori

SQL-native memory layer for LLMs and AI agents.

  • Independently architected & built the first two production versions of the platform
  • Multi-database backends (SQLite, PostgreSQL, MySQL, MongoDB, Oracle), DigitalOcean one-click deployment, Gradient AI playground
  • Authored developer documentation, API reference, and cookbook for onboarding and adoption

Swarms — Core Contributor

github.com/kyegomez/swarms

Enterprise multi-agent orchestration framework.

  • Integrated AI Co-Scientist system and enhanced agent utilities — vision, streaming, memory
  • Authored architecture guides, cloud deployment docs, and vector DB integration walkthroughs
  • Built automated test suites, error handling infrastructure, and refactored for scalability

> ls -la ~/projects/

Projects

Naval-Gemma — Fine-tuned LLM for philosophical Q&A

HuggingFace · Ollama

  • Fine-tuned Gemma-3B on a custom dataset from The Almanack of Naval Ravikant
  • Quantized (Q8_0) and deployed fully offline via Ollama for private inference
  • Built with Unsloth, llama.cpp, and a custom PDF scraping pipeline

Echo — AI Journal with Adaptive RAG

GitHub

  • Local LLM journaling system with RAG + feedback loops for evolving context
  • Chat history summarized, embedded, and made searchable via Qdrant
  • Built with LangChain, bge-m3, and Whisper

Post-Supa-Bridge — Real-time Web Integration

GitHub

  • Real-time inventory system with sub-500ms avg data load and 10-20ms sync
  • Performance optimized — LCP 0.75s, CLS 0.01, INP 80ms
  • PostgreSQL as source of truth, Supabase for real-time pub/sub, Redis for instant stats

> git log --author="harshalmore31" --oneline

Open Source Contributions

OpenAI gpt-oss

Pull Request #89

  • Contributed a Gradio-based chat interface with function-calling support and browser search for real-time context
  • Matched Streamlit version functionality with native GPT-OSS response handling
  • Lowered the barrier for developers to experiment with OpenAI's open-weight models via Hugging Face/Gradio ecosystem

> echo $TECH_STACK

Tech Stack

My Skills

My Skills

My Skills

My Skills

Pinned Loading

  1. MemoriLabs/Memori MemoriLabs/Memori Public

    SQL Native Memory Layer for LLMs, AI Agents & Multi-Agent Systems

    Python 12.4k 1.1k