Build, evaluate and improve a RAG system for Contract Q&A with 90% accuracy. Create a RAG evaluation pipeline with RAGAS and deploy end-to-end ML components. Build trading and backtesting infrastructure to evaluate strategies on stocks and cryptocurrencies. Authored comprehensive documentation, reducing onboarding time by 18%; refactored monolithic architecture into microservices to improve scalability by 34%.

Machine Learning Engineer (Part-time) at Osmium Solution

August 1, 2023 - November 12, 2025

Designing and implementing a robust data pre-processing pipeline to improve input data quality and reliability by up to 95%. Collaborating with cross-functional stakeholders to develop an end-to-end ML application for fraud detection, reducing fraudulent transactions by 20%. Developing and deploying an AI-powered ATS resume screening tool using Streamlit and Google Gemini, improving resume-job match accuracy by 85%. Enabled users to identify 90% of missing keywords and receive actionable feedback.

Machine Learning Engineer (part-time) at Osmiu m Solution

August 1, 2023 - November 12, 2025

Design and implement a robust data pre-processing pipeline to enhance input data quality and reliability by up to 95%. Collaborate with cross-functional stakeholders to develop an end-to-end ML application for fraud detection, reducing fraudulent transactions by 20%. Develop and deploy an AI-powered ATS resume screening tool using Streamlit and Google Gemini, improving resume-job match accuracy and identifying missing keywords.

Education

MEng in Telecommunications at SUP TIC Cameroon

January 1, 2014 - January 1, 2016

MEng in Telecommunications at SUP'TIC

January 1, 2014 - January 1, 2016