Projects
A list of projects I've worked on recently.
VM-based Deduplication Solution Migration to Azure Batch
Successfully led the transition of a VM-based deduplication solution to Azure Batch, significantly enhancing efficiency and scalability. This initiative involved a comprehensive overhaul of the existing system, adapting it to Azure Batch's advanced cloud capabilities. I was responsible for the entire migration process, ensuring seamless execution and optimal performance. This strategic move resulted in substantial cost savings, reducing the client's annual expenses by approximately $8,000.
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Training of Masked Large Language Models for Indigenous Bantu Languages
Pioneered the creation of cutting-edge Masked Language Models specifically tailored for Tshivenda and other indigenous Bantu languages.
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Automated Regulatory Document Parsing Using NLP and ChatGPT
Utilized advanced natural language models, including ChatGPT, for the precise interpretation and extraction of key information from regulatory documents. This project involved the innovative application of NLP techniques, drastically reducing manual review hours and enhancing compliance efficiency in legal document understanding.
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Social Media Job Extraction using NLP techniques backed by Sklearn, Deep Learning, and Spacy
Developed and fine-tuned natural language processing models to autonomously identify and categorize job postings on social media platforms.
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ML-Driven Crop Disease Prediction for Effective Pest Control
Developed a fleet of Machine Learning models to accurately predict crop disease outbreaks and provide data-driven pest control recommendations.
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Big Data Analytics environment setup and analysis using Apache Hadoop, Spark, and Tableau
Implemented a comprehensive Big Data ETL and visualization pipeline using the Hadoop ecosystem, Spark, and Tableau for analyzing public StackExchange data.
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