Hi, my name is

Umar Ali Khan

Electronics Engineering | Zakir Husain College Of Engineering And Tech

Embedded AI, Biomedical Electronics, Embedded Systems, Retrieval Augmented Generation, Energy-Efficient Deep Models (for Edge AI), Multi-Modal Agentic Systems, Sensor Fusion, Hardware Software Co-Design

About Me

👋 Hey there! I’m Umar Ali Khan — a curious mind who thrives where circuits meet code and algorithms meet real life. I’m fascinated by Embedded Systems and Artificial Intelligence — the kind of person who loves squeezing a neural network onto an ESP32-S3 just to see how far edge intelligence can go. ⚙️🤖

My journey’s been packed with adventures — from building real-time YOLOv8 vision systems on the Jetson Nano to developing smart footwear prototypes that track gait, balance, and recovery through biomechanical sensors and ML models. Working with Taipei Medical University gave me the thrill of blending AI with healthcare, where I explored Explainable AI and time-series deep learning to predict ICU sepsis outcomes. 🧠💡

I’ve also had my hands deep in the world of Generative AI — designing RAG-based chatbots for Continental Automotive and AMULATE Program, crafting pipelines with LangChain, Ollama, and Docker that turn data into intelligent, conversational insights.

Whether it’s optimizing sensor power efficiency, experimenting with multimodal AR/VR telepresence robots, or diving into human–AI collaboration, I’m driven by one goal — to create technology that feels alive. 🌍✨

So yeah, just an electronics engineer exploring the universe of AI, one embedded device and one model at a time. 🚀

Projects

SepsisStratify AI
Generative AI PyTorch Deep Learning Explainable AI MIMIC-IV and eICU CRD
SepsisStratify AI
A hybrid clinical prognosis framework integrating ResNet1D for time-series biomarker analysis with an agentic Large Language Model (Llama-3.1) for semantic risk refinement. Features an Explainable AI (XAI) engine using Integrated Gradients to provide transparent, text-based clinical recommendations, achieving a 12.9% F1-score improvement on MIMIC-IV data.
Walking Stride Analyser
Embedded Systems Machine Learning Sensor Integration Communication Protocols
Walking Stride Analyser
walking stride analysis using ESP32-S3 microcontrollers and biomechanical sensors to monitor gait, balance, and recovery.
AR/VR for Human–Robot Interaction
Unity (C#) ESP32S3 Embedded Video and Control Systems
AR/VR for Human–Robot Interaction
Developed an AR-based telepresence system that allows operators to have precise control over a mobile robot via the AjnaXR headset, integrating real-time video feedback synchronized with head movements.
OTP based smart lock
Embedded Systems Arduino Microcontrollers Internet of Things (IoT)
OTP based smart lock
Enabled secure user authentication through fingerprint recognition, triggering OTP generation sent via GSM to the user’s phone upon verification.
FPGA-based counting machines
FPGA Vivado Digital Logic Design
FPGA-based counting machines
This system enables users to cast votes electronically through dedicated push buttons assigned to individual candidates, with the results instantly displayed on an LED array.
Virtual Lab XR Environment (AjnaXR + Unity)
Unity (C#) Image Stitching AjnaXR OpenXR
Virtual Lab XR Environment (AjnaXR + Unity)
Developed a 360° VR-based virtual laboratory environment using the AjnaXR headset and Unity, enabling students to explore stitched panoramic scenes of the Communication Lab with teleport-based navigation and optimized XR performance.
Live Object detection using yolov8
Computer-Vision Linux Pytorch
Live Object detection using yolov8
Deployed real-time object detection on Nvidia Jetson Nano.
Exam Chatbot Assistant
Natural Language Processing RAG (Retrieval Augmented Generation) flask Weaviate large language models
Exam Chatbot Assistant
Building an information retrieval-based chatbot (RAG) to aid GATE exam prep via accurate Q&A and metadata filtering.
Deep Learning NLP Model for Medical Abstract(skimlit)
Natural Language Processing Deep Learning Python Tensorflow
Deep Learning NLP Model for Medical Abstract(skimlit)
Built deep learning NLP model with feature engineering for structured medical abstract segmentation.
5-DOF Robotic Arm
CAD Arduino Foward Kinematics 3d Printing
5-DOF Robotic Arm
A 5-DOF Robotic Arm which is controlled via Bluetooth using and Android app. It uses simplified forward kinematics and positions can be saved and repeated.
Rectangular Microstrip Patch Antenna
Antenna Design ANSYS HFSS Simulation Fabrication
Rectangular Microstrip Patch Antenna
Designed, simulated and fabricated a rectangular microstrip patch antenna for 2.4 GHz frequency.

Education

2022 - Present
Bachelor Of Technology (Electronics and Communication)
Zakir Husain College of Engineering and Technology, AMU
GPA: 9.179 out of 10.0
2020 - 2022
Senior Secondary School (+2)
Saiyyid Hamid Senior Secondary School, AMU
GPA: 95.6%
2008 - 2020
High School
Secondary School (10th grade)
GPA: 89.6%

Experience

Software Engineering Intern - Amulate Program
June – August 2024
Building an information retrieval-based chatbot (RAG) to aid GATE exam prep via accurate Q&A and metadata filtering.
Undergraduate Researcher - Continental Automotive India
June – July 2024
Researching GenAI applications in automotive cybersecurity, analyzing industry standards and countermeasures.
Data Science Intern - Forage - Forage
Nov 2023 – Dec 2023
Web scraped data to gain company insights and performed predictive and descriptive analysis on customer buying behaviour.

Workshops and Events

Get in Touch

My inbox is always open. Whether you have a question or just want to say hi, I’ll try my best to get back to you!