At Punch Agency, I built video-analysis middleware for uploads and LLM-based insights, feedback, and performance recommendations. I also implemented a RAG system that uses internal historical data for context-aware video evaluation.
I developed a custom CLIP-based embedding model to support long-form video retrieval beyond the 512-token limit. I also built a contact search engine and a stock market prediction system using time-series machine learning and back-testing.
At Punch Agency, I deployed an edge-AI pipeline on NVIDIA Jetson that combines motion gating, SpeciesNet detection, and movement confirmation for wildlife alerts. I also engineered a web-scraping pipeline to aggregate job data.
Previously, at Sidmach Technologies Limited, I developed backend APIs for a WAEC digital examination platform and built a C# two-factor authentication module. I also contributed to a Python question-generation system and worked on RESTful APIs, SQL queries, testing, and debugging.
