AI and ML Engineer specializing in Python, Machine Learning, and LLM-based systems, with hands-on experience building AI agents using LangChain and LangGraph. I build production-ready GenAI applications including RAG pipelines, vector search, and intelligent automation workflows to improve business productivity. I also have strong full-stack experience building end-to-end products using React Native, Next.js, Angular, and PHP/Django. Open to immediate remote opportunities in AI/ML engineering, Python-based automation, and GenAI agent development.

Asad Umair

AI and ML Engineer specializing in Python, Machine Learning, and LLM-based systems, with hands-on experience building AI agents using LangChain and LangGraph. I build production-ready GenAI applications including RAG pipelines, vector search, and intelligent automation workflows to improve business productivity. I also have strong full-stack experience building end-to-end products using React Native, Next.js, Angular, and PHP/Django. Open to immediate remote opportunities in AI/ML engineering, Python-based automation, and GenAI agent development.

Available to hire

AI and ML Engineer specializing in Python, Machine Learning, and LLM-based systems, with hands-on experience building AI agents using LangChain and LangGraph. I build production-ready GenAI applications including RAG pipelines, vector search, and intelligent automation workflows to improve business productivity.

I also have strong full-stack experience building end-to-end products using React Native, Next.js, Angular, and PHP/Django. Open to immediate remote opportunities in AI/ML engineering, Python-based automation, and GenAI agent development.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
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Language

Work Experience

Senior AI and ML Developer at Applicon Soft
February 1, 2025 - July 31, 2026
Design and build AI agents and automation workflows using LangChain and LangGraph, applying prompt engineering and fine-tuning techniques to production systems. Work across PyTorch, TensorFlow, and MLOps tooling (Docker, FastAPI, MLflow) to develop, evaluate, and deploy machine learning models. Implement RAG pipelines and vector search using Pinecone, ChromaDB, and FAISS, and deploy AI workloads on AWS SageMaker, Azure AI, and Vertex AI. Connect AI agents to business tools and workflows using n8n and Zapier for no-code automation and integration.
Senior Project Manager at Applicon Soft
June 1, 2020 - January 31, 2025
Lead cross-functional engineering teams using Agile and Scrum methodology, managing delivery through Jira, Asana, and MS Project. Own resource and budget planning, stakeholder management, and risk management across concurrent client engagements. Bridge technical and business teams to translate client requirements into scoped, deliverable product roadmaps.
Senior Software Engineer at Applicon Soft
February 1, 2018 - December 31, 2020
Built responsive web and mobile applications using Ionic Framework, React Native, React JS, Next.js, and Redux.js. Delivered RESTful APIs and backend services, contributing to system design and architecture decisions across projects. Worked across the full development lifecycle from requirements analysis to deployment and client handover.
Senior PHP Developer at Applicon Soft
March 1, 2015 - April 30, 2017
Developed and maintained PHP (Core and OOP) based web applications and RESTful API integrations. Worked on database design and system architecture for client facing web platforms.

Education

Master of Industrial Design, Industrial and Product Design at National University of Computer and Emerging Sciences
January 1, 2023 - January 1, 2025
Bachelor of Software Engineering at University of Management and Technology (UMT)
January 1, 2012 - January 1, 2016
Master of Industrial Design (Industrial and Product Design) at National University of Computer and Emerging Sciences
January 1, 2023 - January 1, 2025
Bachelor of Software Engineering at University of Management and Technology (UMT)
January 1, 2012 - January 1, 2016

Qualifications

Introduction to LangGraph – Python, LangChain
January 1, 2026 - August 12, 2026
Introduction to LangChain – Python, LangChain
January 1, 2026 - August 12, 2026
Generative AI with Large Language Models
January 1, 2024 - August 12, 2026
Machine Learning Specialization
January 1, 2024 - August 12, 2026
Python for Data Science, AI and Development
January 1, 2022 - August 12, 2026

Industry Experience

Software & Internet, Financial Services, Media & Entertainment, Education, Professional Services