Building practical AI solutions and workflow automations that help businesses scale. Specialising in n8n, LangChain, OpenAI APIs, and intelligent agent systems.
End-to-end AI development from intelligent chatbots to fully automated business pipelines.
Custom chatbots powered by GPT-4 and fine-tuned models for customer support, lead generation, and internal workflows.
Complex multi-step automations connecting your apps, CRMs, databases, and APIs — eliminating manual work entirely.
Autonomous agents that plan, reason, and act. Multi-agent orchestration using LangGraph and custom frameworks.
Retrieval-Augmented Generation systems that ground AI responses in your proprietary knowledge base with high accuracy.
Scalable deployment of AI models and pipelines on Google Cloud, with CI/CD, monitoring, and cost optimisation.
Supervised and deep learning models for classification, regression, anomaly detection, and computer vision tasks.
I'm Muhammad Irfan Khan — an AI engineer from Mardan, Pakistan specialising in building practical, business-oriented AI solutions. My work sits at the intersection of large language models, intelligent automation, and software engineering.
I help startups, small businesses, and enterprises automate workflows, build conversational AI systems, and deploy models that actually solve real problems — not just demos that impress in presentations.
With 4+ years of engineering experience and a track record of 100% client satisfaction on Upwork, I bring both technical depth and delivery focus to every engagement.
Deep dive into your business problem, tech stack, and success criteria before a single line of code.
Choosing the right models, tools, and infrastructure — no over-engineering, no shortcuts.
Build in tight loops with regular demos and feedback. You always know what's happening.
Production-ready deployment with documentation, monitoring, and handover training.
A selection of AI and automation solutions built for real use cases.
Intelligent AI chatbot built for enterprise operations at Adivantech — handling internal queries, customer support, and workflow triggering using OpenAI API and custom orchestration logic.
View on GitHubA full-featured customer support chatbot with intent classification, fallback handling, and escalation logic — designed to deflect 60%+ of repetitive queries automatically.
View on GitHubML regression model trained on Pakistan real estate data to predict property valuations. Includes feature engineering, EDA, and a clean prediction interface.
View on GitHubAutomated attendance management system using facial recognition — eliminates manual check-ins and integrates with HR databases for real-time logging.
View on GitHubIoT-based smart plant care system with sensors for soil moisture, temperature, and light — providing automated watering and real-time monitoring alerts.
View on GitHubDeep learning model for early-stage melanoma detection from dermoscopy images. Uses CNN architecture with transfer learning achieving clinical-grade accuracy.
View on GitHubCore competencies developed across years of production AI engineering.
Building AI products across startups and enterprises since 2022.
Developing intelligent AI chatbot solutions and automation systems for enterprise clients. Leading chatbot architecture, integration pipelines, and continuous model improvement.
Engineered AI-powered tools and workflow automations to streamline business operations. Built end-to-end automation systems integrating multiple data sources and APIs.
Co-founded and led technical strategy for an AI-first product company. Built core AI products, hired engineering talent, and defined the technical roadmap from 0 to launch.
Delivering custom AI and automation solutions to clients worldwide. 100% job success score on Upwork with 20+ projects spanning chatbots, automation, and ML models.
Publicly shared AI, ML, and automation projects on GitHub.
AI-powered chatbot for enterprise use, built with Python and OpenAI API.
Customer support chatbot using Python and NLP techniques for intent recognition.
ML model for predicting real estate valuations in Pakistan using Scikit-learn.
Automated attendance tracking system using facial recognition and Python.
IoT-based smart plant care system with automated watering and monitoring.
Deep learning model for melanoma skin cancer detection from dermoscopy images.
Have a project in mind? Whether it's an AI chatbot, workflow automation, or a complete AI system — I'd love to hear about it.