T.R.

Talha Riaz

AI & Machine Learning

Building intelligent systems with LLMs, RAG architectures, AI Agents, and production-grade machine learning pipelines.

About

From websites to AI: Building practical AI systems for the real world

The Pivot

My technical journey began with a strong foundation in basic web development . This experience provided the stepping stones that naturally evolved into a deep passion for Machine Learning and Artificial Intelligence. Today, I am fully focused on architecting and deploying modern AI applications.

Operating professionally as T.R., I specialize in Generative AI, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG) pipelines. Using frameworks like LangChain, LangGraph, and FastAPI, I build intelligent agents and production-ready systems that solve complex, real-world problems. My focus is strictly on transforming raw data and foundational models into robust, actionable, and scalable AI solutions.

Education

University of Lahore

Sargodha Campus

Bachelor of Science in Computer Science

2022 – 2026CGPA: 3.06 / 4.0

Achievement

Secured 3rd position in the Speed Programming Competition at the University of Lahore.

Certifications

  • Introduction to CybersecurityCisco Networking Academy · 7-02-2026

Skills

Technologies and frameworks I work with

Core Languages

PythonJavaC++FastAPIREST APIs

AI & ML

Machine LearningGenerative AILLMsComputer VisionTime Series ForecastingNLPRAGPrompt Engineering

Infrastructure & Tools

GitGitHubFirebaseLangChainLangGraphLangSmithEmbeddingsVector DatabasesChromaDBRetrieval Pipelines

Projects

A selection of work across machine learning, mobile, and systems

Contact

Have a question or want to collaborate? Drop me a message.