Michael Igbomezie
Full-stack Data Scientist - Top Rated Plus, 100 Job Success @Upwork
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WORK HISTORY
Full-stack Data Scientist - Top Rated Plus, 100 Job Success @Upwork
Profile Link: https://upwork.com/freelancers/michaeldubem- Studied client’s code‑base, optimized operations, built new NER and Summary‑based features (including summarization of large files), and integrated these features as isolated micro‑services, some of which were deployed to Kubernetes Clusters, Vertex AI and Cloud Run- Built several demos for stakeholders using Streamlit, AI agents, and NLP model and deployed them to Cloud Run- Automated deployment processes- Wrote numerous tests for several features in the code base, including but not limited to unit tests, latency tests (using web crawler in certain cases), and end‑to‑end tests- Fine‑tuned several BERT models, conducted hyper‑parameter tuning for NER, and deployed these models to Cloud Run and Vertex AI- Developed several evaluation agents using NLP solutions like NER, Generative models combined with statistical concepts like F1‑score for various types of AI agents and NLP models- Developed a script that conducts various types of analyses on video data (including text, audio, and image analysis) using multiple publicly available APIs. This project involved audio transcription, text analysis using LLMs, image analysis using LVMs, parallel computation etc. I also developed a version of the script to carry out analysis on large volumes of videos (in millions) in reasonably short periods- Developed an intelligent web scraper that extracts information from websites independent of the website structure- Developed a predictive system that automatically extracts sports related data from multiple websites (static and dynamic), processes and transforms this data and stores it in a hosted database. This transformed data is then extracted and fed into two different types of predictive models, to predict the outcome of sport matches. This project also involved historical analysis of sports data to determine the efficiency of the developed system
EDUCATION
University of Port Harcourt
Bachelor of Engineering - BE, Mechanical Engineering
Università degli Studi dell'Aquila
Master of Science - MS, Applied Data Science (Data and Business Analytics)
ABOUT MICHAEL IGBOMEZIE
Full‑Stack Data Scientist with an MSc in Applied Data Science and hands‑on experience in…
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