I'm Umair Amjad Khan—a Machine Learning Engineer and AI Specialist dedicated to building production-grade AI systems, LLM pipelines, and intelligent software applications. Whether you're exploring my latest open-source research, reviewing deployment architectures, or looking to collaborate on custom AI solutions, I'm glad you're here.
Explore my featured projects below, or feel free to reach out directly to start a conversation.
Founder & CEO @ icode Studios•AI & ML Engineer
Spearheading icode Studios — Building Production AI Systems, LLM Pipelines, and Intelligent Applications that solve real-world problems.
I'm Umair Amjad Khan—a Machine Learning Engineer and AI Specialist dedicated to building production-grade AI systems, LLM pipelines, and intelligent software applications. Whether you're exploring my latest open-source research, reviewing deployment architectures, or looking to collaborate on custom AI solutions, I'm glad you're here.
Explore my featured projects below, or feel free to reach out directly to start a conversation.
Founder & CEO @ icode Studios•AI & ML Engineer
Spearheading icode Studios — Building Production AI Systems, LLM Pipelines, and Intelligent Applications that solve real-world problems.
I'm Umair Amjad Khan, Founder & CEO at icode Studios (“you imagine, WE code”) and an AI & Machine Learning Engineer specializing in building production-grade intelligent systems.
At icode Studios, I lead software architecture and AI engineering initiatives, delivering custom RAG pipelines, LLM fine-tuning solutions, and scalable web & mobile applications for clients worldwide.
My technical expertise spans deep learning, computer vision, and full-stack MLOps — containerizing models with Docker, exposing high-throughput FastAPI backends, and building interactive software products.
The best AI systems are not the most complex — they are the ones that solve real problems reliably, at scale, in production.
— My Engineering Philosophy
A battle-tested toolkit for building production AI systems — from raw data to deployed intelligent applications.
Core Proficiency
Real-world intelligent systems built from research to deployment — spanning computer vision, generative AI, and autonomous agents.
Agricultural Disease Detection
Voice-enabled AI system providing real-time crop disease diagnosis via web and WhatsApp interfaces. Helps farmers in rural areas detect diseases and get actionable treatment recommendations instantly through natural conversation.
ResNeXt + LSTM Pipeline
End-to-end deepfake video verification pipeline combining ResNeXt spatial feature extraction with LSTM temporal analysis. Includes a Flask backend API and a Chrome Extension for real-time browser-based verification of media authenticity.
Multi-Agent RL for Network Security
Hierarchical multi-agent reinforcement learning pipeline for real-time network threat detection and automated mitigation. Agents autonomously identify intrusion patterns, classify attack types, and deploy countermeasures without human intervention.
Key Features
A track record of building real AI systems — from academic research to production deployments for global clients.
Founded and leading icode Studios — an AI engineering & custom software development studio delivering production AI systems, LLM pipelines, and full-stack applications.
Completed Bachelor of Science in Artificial Intelligence focusing on Computer Vision, Deep Learning, and real-world AI applications.
Avant Labs
Developed and trained Machine Learning models and Convolutional Neural Networks (CNNs), while gaining hands-on introduction to mobile integration using Flutter.
Managed complex data entry, data cleaning, statistical analysis, and interactive visual dashboards for engineering workflows.
Upwork & Fiverr
Delivered end-to-end AI and computer vision solutions for international clients on Upwork and Fiverr.
Attended an intensive Advanced AI Bootcamp at GIKI covering cutting-edge Generative AI, RAG, Large Language Models, and production deployment pipelines.
Continuous learning credentials from leading AI organizations including Anthropic, IBM, DeepLearning.AI, and Vanderbilt University.
Anthropic
Anthropic
IBM
IBM
Vanderbilt University
DeepLearning.AI
Ghulam Ishaq Khan Institute (GIKI)
Coursera / DeepLearning.AI
IBM / Coursera
Google / Coursera
Whether you have a project in mind, want to collaborate, or just want to say hi — my inbox is always open.