Kipngeno Koech
👋Hi, I'm

Kipngeno Koech

AI EngineerBCI ResearcherSoftware EngineerAbout Me

Bridging minds and machines through cutting-edge brain-computer interfaces, deep learning, and agentic AI

Pittsburgh, PA • Rwanda
GitHubLinkedIn

About Me

I'm passionate about advancing brain-computer interfaces to deepen the integration between human cognition and intelligent systems.

Currently pursuing my Master's in Engineering AI at Carnegie Mellon University, with an exchange program at CMU Pittsburgh. I focus on BCIs, agentic AI, and deep learning to build adaptive systems that expand human-AI collaboration.

My research on enhancing neural decoding accuracy using EEGNet for SSVEP-based BCIs was published at the IEEE SIPS 2025 conference in Hong Kong, China.

Beyond research, I'm committed to education and mentorship. As a Teaching Assistant for Introduction to Deep Learning at CMU, I help students build custom PyTorch libraries and train sophisticated models. I also volunteer with Page Turners Kenya, coaching 49 primary school children to enhance their reading skills.

Experience

Current PositionAug 2025 - Dec 2025
Teaching Assistant
Introduction to Deep Learning • Carnegie Mellon University

Designing homework assignments that guide students in building custom PyTorch libraries and training models. Providing comprehensive support through office hours and mentorship.

PyTorchDeep LearningTeaching
ResearchMay 2025 - Aug 2025
Summer Research Intern
Multimodal Biointerfacing • Carnegie Mellon University Africa

Investigated engineered nitrogen defects in graphene for enhanced catalytic performance in hydrogen peroxide production. Explored the intersection of materials science and biointerfacing.

Materials ScienceGrapheneBiointerfacing
TeachingSep 2024 - Apr 2025
Teaching Assistant
Bridge Program • Carnegie Mellon University Africa

Supporting undergraduate students on IoT fundamentals, including sensor integration, Arduino programming, cloud deployment, and real-time monitoring systems.

IoTArduinoCloudTeaching
Software EngineeringMay 2023 - Aug 2023
Front-end Developer Intern
Techstus Software Limited, Kenya

Developed and implemented user-friendly website designs into functional platforms using React.js and Firebase, including the Avid website interface.

React.jsFirebaseWeb Development

Education

Graduate Studies

CurrentAug 2025 - Dec 2025
Master of Science in Engineering AI
Carnegie Mellon University, Pittsburgh

Exchange Program

BCIsAgentic AIMaterial Science
CurrentAug 2024 - Jun 2026
Master of Science in Engineering AI
Carnegie Mellon University Africa

Primary Program

Artificial IntelligenceMachine LearningDeep Learning

Undergraduate Studies

CompletedAug 2020 - Jun 2024
Bachelor of Science in Electrical and Computer Engineering
Carnegie Mellon University Africa

GPA: 3.57/4.0 • Graduated with Honors

Computer EngineeringElectrical EngineeringSignal Processing

Volunteering

ActiveSep 2024 - Present
Reading Skills Coach
Page Turners Kenya

Coaching 49 primary school children to improve their reading comprehension and literacy skills. Developing engaging lesson plans and fostering a love for reading through interactive sessions.

Featured Research

Published at IEEE SIPS 2025

IEEE SIPS 2025
BCI for SSVEPs Using EEGNet
Enhancing Neural Decoding Accuracy with Real-Time EEG Signal Analysis

Developed a brain-computer interface using EEGNet to enhance neural decoding accuracy and user interaction through Steady-State Visually Evoked Potentials (SSVEP) techniques. The system enables real-time EEG signal analysis for improved human-computer interaction.

Deep LearningEEGNetSSVEPNeural DecodingReal-time Processing

Let's Connect

Interested in collaborating on BCI research, AI projects, or just want to chat about the future of human-AI interfaces? I'd love to hear from you!