Ammar Ali photo

Ammar Ali

AI Engineer

I build simple, reliable AI systems for health and human performance.

Resume

About

AI & MedTech Innovation

5
Years Experience
7
Techical Positions
8
Open Source Repos
3
Leadership Roles

Neurotechnology

BCI • Neural signals • Assistive tech

Medical AI

Imaging • Diagnostics • Clinical AI

Systems

Pipelines • Real-time • Cloud

Projects

MindWave

MindWave

A VR neurofeedback system using real-time EEG data to help users improve attentional control.

Python Unity VR UDP EEG MNE-Python PyTorch ROS
Code Demo
Neural Signal Decoder

Neural Signal Decoder

A deep learning pipeline that classifies motor imagery from EEG signals with 94% accuracy for BCI applications.

EEG TensorFlow U-Net ROS 2
Code Demo
Reduce-Reuse-Recycle

Reduce-Reuse-Recycle

A smart waste bin that uses a YOLO-V8 model to automatically identify and sort recyclable materials.

YOLO-V8 Python Computer Vision Raspberry Pi IoT LangChain
Code Demo

Experience

Professional Experience

Data + AI Engineer Intern

RoyalCyber Naperville, IL
2025 - Present

Developed an agentic AI voice assistant for real‑time calling, scheduling, and CRM integration.

Multi‑modal Agentic AI + RAG on Bedrock
Built MCP servers for Healthcare and Law Domains
Integrated with Clio, Square, and Epic EHR and CRM tools
Built a custom LLM for the agentic voice assistant
AWS Microsoft Azure Model Context Protocol (MCP) Python JavaScript/TypeScript MongoDB/DynamoDB Node.js FastAPI LangChain/LangGraph

Project Manager

NeuroTech, UIUC Champaign, IL
2023 - 2025

Head of Signal Processing and AI. Developed a VR neurofeedback system using real‑time EEG data to help users improve attentional control.

Trained SVM, CNN, GNN & LSTM models
Real‑time ICA/PCA + classifiers
Large‑scale EEG processing
Led 2 engineering teams simultaneously
Python Scikit-learn PyTorch MNE-Python OpenBCI Arduino Raspberry Pi ROS Unity C# UDP EEG

Software Engineer

Disruption Lab at Gies Champaign, IL
2022 - 2024

Built software for research and data products using AI and immersive tech.

Built a OpenAI chatbot for DSRS
Blockchain auditing with ZKPs; faster digital asset validation
VR data visualization in Unity for high‑dimensional datasets
30% improvement in diagnostic accuracy
Python Javascript OpenAI LangGraph LangChain FAISS Unity Circom Snark.js Streamlit

Education

B.S. Brain & Cognitive Science, Computer Science

University of Illinois Urbana-Champaign

Neural Engineering 2022 - 2025

Computer Information Systems

College of Dupage

Transferred to UIUC 2020 - 2022

Certifications

AWS AI Engineer 2025
Computational Neuroscience 2025
Certificate in Data Science 2024

Get In Touch

I'm always looking to collab and learn

Let's Connect!

Email

ammar.neuroai@gmail.com

LinkedIn

linkedin.com/in/aali02

Location

Chicago, IL