harshalmore31 - Overview

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.

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

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