remote-embedding
A PyPI package that exposes embedding models through a shared FastAPI server and LangChain-compatible RemoteEmbeddings client.
Portfolio
Selected AI engineering, open-source, research, and software projects. The current focus is local-first agentic AI, enterprise RAG, OCR, retrieval systems, CRM intelligence, and practical LLM infrastructure.Enterprise Local AI Agents at Gam Electronics
Production-ready local AI agents for document search, CRM workflows, messaging systems, OCR, analytics, and enterprise automation.
PyTorch Zero to Mastery
A step-by-step guide to mastering PyTorch, covering tensors, neural networks, and GPU utilization.
Python Zero to Mastery
An in-depth exploration of Python, covering hot topics, useful libraries, and advanced programming concepts.
Document Review and Fact-Checking Agent
An agentic review system that extracts claims, retrieves evidence, and ranks contradictions, missing evidence, and logic changes.
Natural-Language OracleDB Search
A local LLM application that maps natural-language requests to OracleDB search fields and structured filters.
CRM Case Retrieval and Analytics Agents
AI agents and analytics sidecars for semantic CRM case retrieval, quality scoring, topic clustering, and operational insight.
OCR and Hybrid Retrieval Pipeline
OCR, indexing, and hybrid retrieval workflows for scanned enterprise documents and Persian-language search.
Open-Source Contributions to browser-use WebUI
UX, configuration, stability, and documentation improvements for an open-source browser-agent interface.
LLM Zero to Mastery
A hands-on learning repository for local LLMs, RAG, fine-tuning, instruction tuning, and practical AI engineering.
LangChain Zero to Mastery
A hands-on repository for learning LangChain through chains, memory, RAG, tools, and custom agents.
Open-Source Contributions to Google LangExtract
Local-first extraction improvements, including Llama.cpp support and multilingual rendering fixes.
Bio-Ceramic Website Management
Managed and enhanced website content, boosting user satisfaction and traffic.
ConnectToVPN
A Python-based script for automating VPN connections.
Najva Push Notification Optimization
Optimized push notification services and improved codebase quality metrics.
Freelance E-commerce Platform
A lightweight e-commerce platform designed to mirror Amazon’s functionality.
RZN Campaign
A Progressive Web App (PWA) for product identification and prize distribution.