Open to opportunities

M Talha Ilyas

@mtalhailyas

Message

I build production AI platforms and full-stack systems with Django, ASP.NET Core, and React.

Pakistan

Message

What I'm looking for

I'm looking to build and ship production AI-enabled full-stack products, especially systems using Django, ASP.NET Core, React, OpenAI, LangChain, and RAG. I value end-to-end ownership, practical impact, strong engineering practices, and opportunities to grow through challenging product work.

I've shipped production systems at Horizon IT Solutions, progressing from Intern to Software Engineer in 12 months. I build C#/ASP.NET Core and Python/Django services end-to-end, from data models and REST APIs through cloud deployment.

I've delivered hospital registration, scheduling, billing, and medical-records workflows used daily by clinical staff, and built 15+ hardened Django REST endpoints. I also design LLM features with OpenAI-compatible models, LangChain, and RAG pipelines that reduced off-topic and hallucinated responses by an estimated 30%.

As the sole engineer for live AI products, I run a 24/7 Django and MySQL client-intake platform that qualifies leads and books consultations through email and WhatsApp. I'm also building NexusCRM, a multi-tenant Django, React, PostgreSQL, and Redis CRM with workspace-level RBAC.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer

Current

Horizon IT Solutions

Jan 2026 - Present (8 months)

Architected and shipped enterprise backend services in C#/ASP.NET Core with SQL Server end-to-end. Engineered LLM-powered features using OpenAI-compatible models and LangChain, designing RAG pipelines that reduced off-topic responses by an estimated 30%. Deployed services via CI/CD and led peer code reviews that cut post-release bugs by an estimated 25%.