Designing and shipping AI that works offline, protects privacy, and serves the languages the industry overlooks.
Hands-on AI engineering across the complete lifecycle — model research and benchmarking, retrieval and agentic systems, private infrastructure, and the products that run on it.
Shipped production LLM applications end-to-end — model fine-tuning, quantization, and CPU-efficient inference on llama.cpp, Ollama, and raw PyTorch, built for the hardware most users actually own.
Architected retrieval and agentic systems on LangChain and LangGraph — hybrid BM25 + semantic search, reranking, and citation-grounded answers that can be verified, not just trusted.
Delivered cross-platform AI products for non-technical users — PySide6 desktop applications and Kotlin/Android assistants with zero-CLI, on-device experiences.
Built AI for underrepresented languages — Pashto, Dari, Persian, Urdu — with custom glossaries, context-aware translation, and evaluation that goes beyond English benchmarks.
Designed offline-first systems where data never leaves the device — zero telemetry, on-prem deployment, and compliance alignment for legal and regulated industries.
Own search and AI discoverability end-to-end for every product I ship — technical SEO, structured data, and content engineered to rank, and to be cited, by search, generative, and answer engines.
Part 1 — Programs & applications I built · Part 2 — Websites I handle & optimize (SEO · GEO · AEO).
Private AI legal research for your documents — cited answers, compliance scans, 100% on your machine
AI-powered Android assistant — voice commands, smart reminders, finance tracking, and location-based alerts
Transform any laptop into a secure, customizable, multilingual AI workstation
Lightweight, mobile-optimized AI assistant built in Kotlin for on-device use
GPT-style LLM built from scratch in raw PyTorch — custom BPE tokenizer, decoder-only transformer, two-stage fine-tuning
Open-source Python toolkit (MIT) for local LLM workflows and model tooling
Official site of the GGUF Loader inference engine — downloads, local agent, and docs
GGUF model discovery — browse and download thousands of quantized models, updated daily
Enterprise AI infrastructure — private RAG systems and on-premises LLM deployments
SEO · GEO · AEO — this site, with structured data, FAQ schemas, sitemap, and blog content built to rank and get cited
Hybrid Mistral + llama.cpp architecture for offline Persian/Urdu dialogue
Guides, tutorials, and deep dives on local AI, private RAG, multilingual NLP, and privacy-first AI systems — all on the dedicated blog page.
Read the Bloghussainnazary475@gmail.com