Martin Makyeme

Successfully collaborated in a multitude of projects within the AI/ML domain: automation, predictive modelling, revenue forecasting, NLP, Sample projects include:

• Built, optimized and deployed an automated text recognition app based on end-to-end, multi-class text classification-NLP models to categorize unstructured text into pre-defined labels/fields
• Developed and deployed revenue forecasting pipelines in google cloud, pipelines constituted ensemble of models used by clients for short and long term forecast of anticipated revenue
• Developed an automated web scraping and AI text recognition pipeline capable of automatically classifying incoming requested job profiles
• Developed automated invoicing pipeline that replaced about 30-40% of manual invoice handling

Executed work on AI/ML projects, accomplished individual and group projects include:

• Developed and deployed binary classification model to predict and quantify customer attrition risk
• Deployed binary classification model to identify machine anomalies based on output sound quality, It is used by client for predictive maintenance
• Developed NLP-app that summarizes text from blogs, electronic books, articles, the app was deployed on streamlit
• Developed Neural networks to estimates and recognize body poses for different yoga movements
• Generated 3D environment from Belgium address using LIDAR technology

• Developing & authoring research proposal/concept for grant application in the domain: Bio-chemical recuperation from diverse wastewater effluents
• Data science and Statistical data analysis: ML, AI, ANOVA, ANCOVA, Regression, Hypothesis testing

• Design, construction, operation & optimization of complex (bio)reactors and bio(production) processes
• Measurement, analysis, manipulation, visualization & interpretation of process data
• System optimization: Fermentative conversion of organics towards medium chain carboxylic acids (MCCA) coupled with in-line extraction via pertraction & electrochemical cell at a prototype scale
• Production of succinic acid coupled with In-line electrochemical extraction using pure bacterial culture
• Electrochemical Recovery of resources (Nitrogen, Potassium & Phosphorous) from wastewater

• Biological & Physico-chemical water treatment & purification- (wastewater & drinking water
• Performed process flow analysis and integration for wastewater treatment & re-use (municipal, industrial, agricultural sectors)

• Exploring environmentally sustainable technologies for food production: Research on extraction and valorization of Single Cell Protein (SCP) from diverse waste streams.