Pathan Mohammed Khajapeer Khan

AI Architect and Forward Deployed Engineer

I’m an AI Architect and Forward Deployed Engineer focused on designing and building practical AI solutions for real-world business and operational challenges. As the Founder of BWIN AI, I work across AI architecture, solution engineering, rapid prototyping, and deployment—turning complex problems into scalable AI-powered systems. My work spans Generative AI, LLMs, RAG, AI Agents, Computer Vision, Machine Learning, Physics-Informed AI, and Digital Twins, with a focus on connecting AI, data, and enterprise systems to deliver measurable outcomes.

Experience

Professional Experience

Forward Deployed Engineer | Nov 2025-Present

I own a company called bwin ai and i am the founder but showing that i am working as Forward deployed engineer and i wants to add some responsibilities. also i am doing AI architecture
AI Product Development — Build and integrate AI, machine learning, automation, and data-driven capabilities into practical products and prototypes.
Customer & Problem Engineering — Work closely with business and operational teams to understand problems and translate them into deployable technical solutions.
Data & System Integration — Design data pipelines, APIs, system integrations, and intelligent workflows that connect enterprise data with AI applications.
End-to-End Delivery — Lead solutions from concept and architecture through prototyping, deployment, testing, and continuous optimization.

Projects

GenAI System ( AI Agent )

The AI Chat Bot is a generative AI project that leverages an API key, Retrieval-Augmented Generation (RAG), and LangChain to deliver intelligent, context-aware responses. Built with FastAPI, it integrates a robust backend to process user queries, retrieve relevant information from a knowledge base, and generate natural language outputs efficiently. This project showcases advanced AI capabilities for real-time conversational applications.

Tech: Python, OpenAI API, Large Language Models, FastAPI, LangChain, RAG

SmartCare

Designed and developed a robust hospital management web application leveraging Python, Django, Django REST Framework, and MySQL, delivering secure patient record handling, streamlined doctor scheduling, and optimized hospital operations. This solution enhances data integrity, improves workflow efficiency, and ensures a user-friendly experience for healthcare professionals.

Tech: (Python, Django, Django REST Framework, MySQL, HTML, Css, Java script)

Physics-Informed Natural Gas Pipeline

A physics-informed digital twin for gas pipeline monitoring that combines pressure, flow, and temperature data with PINN-based modeling to identify abnormal pipeline behavior. The system performs volumetric reconciliation and analyzes how telemetry changes over time to distinguish genuine leaks from sensor or instrument drift.

Tech: Python · PyTorch · PINNs · NumPy · Pandas · FastAPI · React · PostgreSQL · Docker

WEB SCRAPING

Web scraping with Python involves using libraries like BeautifulSoup to extract data from websites by parsing HTML content. And then it saved into Json & Excel Files. It's useful for automating data collection from web pages for analysis or storage.

Tech: (Python, BeautifulSoup)

AI-Powered Airport Turnaround Operations

An AI-powered airport operations platform designed to monitor and optimize aircraft turnaround from arrival to departure. The system provides real-time visibility across aircraft movements, gates, turnaround tasks, ground equipment, and operational events, helping airports, airlines, and ground handlers identify delays and improve turnaround performance.

Tech: Python · Django REST Framework · React · JavaScript · REST APIs · AI/ML · Computer Vision · YOLO · IoT · Data Analytics

Skills

Rapid Prototyping & Deployment

AI Solution Architecture

API & System Integration

Generative AI

Machine Learning

Physics-Informed AI (PINNs)

Digital Twins

AI System Design

Solution Engineering

Computer Vision

AI Agents

LLMs & RAG

Education

B Tech-EEE

Annamacharya Institute Of Technology And Sciences, Kadapa, Andhra Pradesh-516001 | 2023

Result: 75.5%

Certifications

Generative AI

SAQ Technologies

2023

Junior Software Developer

National Skill Development Center

2023

Python and Django

SAQ Technologies

2023