engineering and art, scientific literatu

Major Research

"For one person who is blessed with the power of invention, many will always be found who have the capacity of applying principles."

Charles Babbage, Father of the Computer

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Accelerating Embedded Neural Network Inference on FPGA Softcore Processors

In this project, I tackled one of the core challenges of embedded machine learning: achieving real-time performance without the bottlenecks of external communication overhead...

On-Chip vs. Off-Chip FPGA Acceleration for Embedded Neural Networks

Whereas my complementary work focused on eliminating communication bottlenecks through an on-chip acceleration strategy, this project zoomed out to ask a broader systems-level question....

Agentic AI for Energy Management – Research Consulting with Schneider Electric

Through the 2025 Applied Methods & Research Experience (AMRE) program, I collaborated with Schneider Electric's Data Science team, to develop and evaluate an agentic AI co-pilot for sustainable energy operations...

Wearable Technology, Productivity and Information Overload: A Study & Concept Proposal

As a Research Intern at Ashesi University’s CaRINE Programme, I explored how wearable technology can transform the practice of journaling into a seamless, productivity-enhancing experience...