Data Science Modeler

Generative AI Team

 

• Designed the data map to pull the DCC Root Cause flags/notes from the Snowflake environment and performed exploratory data analysis (EDA) to understand the distribution of the various root causes.
• Replicated the UDAAP regulation compliance model using the GPT2 frameworks to detect agents' adherence to regulations during customer interactions.
• Supported the development of the No Contact model, leveraging the LLaMa framework.

 

Anti-Money Laundering (AML) Team

 

• Developed a hybrid machine learning model – NLP (RoBERTa) and Non-NLP (XGBoost) for fraud detection and bias control.
• Automated the data preparation workflow in SAS, optimizing the ETL in Snowflake and improving efficiency.
• Validated the text preprocessing pipeline using RoBERTa and implemented bias control mechanisms, which includes the removal of sensitive business domain information from texts to mitigate model bias.
• Implemented Principal Component Analysis (PCA) to transform unbalanced numeric data samples and utilized SMOTE to balance oversampled data representation successfully, and Information value to weight the features.

 

Research Fellow/Data Scientist

Digital Futures (Smart Synergies Lab)

 

• Conducted user-oriented privacy policy research focused on text summarization for IoT and Smart homes.
• Led the research and development of a human perception algorithm using SpaCy, BERT, CoreNLP, and NLTK.
• Designed a Fuzzy inference logic and incorporated it into the human perception pipeline, leveraging Sentence BERT (SBERT) to score similarities and enhance text prediction with comprehensive context understanding.
• Created a modular script to streamline API queries from social media platform (X) and integrate them with relational databases MySQL and PostgreSQL.
• Developed a robust data pipeline Python to ensure data homogeneity across heterogeneous data sources.

 

School of IT (Civic Tech Lab)

 

• Conducted machine learning research to detect similarities between 911, 311, and social media data for easy crisis response with Cincinnati open data and Twitter academic API.
• Developed an API module for an operational picture tool (PIVOT) used to map local beliefs towards the COVID-19 pandemic with the Django framework.
• Developed an NER and situational awareness flag from CrisisNLP dataset for understanding patterns in crisis.

 

Data Engineer/Solution Architect

I deployed data-centric systems for performance evaluation/prediction with the Naïve Bayes classifier. I also worked with a team that integrated existing BI reports into machine learning readability formats like JSON with Pandas, Numpy packages, and ChartJS for growth analysis. As a BI Developer, I designed and deployed BI solutions in Tableau, Qlik Sense, PowerBI, and SAP Lumira. I and my team also integrated data from PostgreSQL, MySQL, and OracleDB into BI platforms. Para Systems LTD is a leading BI Development Company in Nigeria having delivered solutions for the likes of NNPC Group, First Bank of Nigeria Plc, Union Bank of Nigeria Plc, City Securities Ltd, BT, Norweb, Telecom, MTN, Zain and Visafone.

• Data Analysis
• Software Development
• Business Intelligence(BI) Development

Researcher (National Institute for Nigerian Languages)

Conducted academic research that addressed indigenous language archiving to eliminate language extinction in Nigeria with a focus on language data mining. Additionally, I developed software for digital language archiving and community involvement in Nigeria. There are over 450 indigenous languages in Nigeria.

Researches carried out

• Development of Language Mining Platform for Nigerian Languages
• Machine Learning Algorithm for Nigerian Languages
• Text-to-Speech Synthesis in Nigerian Languages

Senior Software Developer

Information Stash is the leading media platform for all tech-related newsfeed. They engage in the business of Web/Software Development and management. They are also at the forefront of providing research analytics to organizations or persons of interest. The company began operation in the year 2013 and has developed over the years on its engagement with clients.

• University Portals
• Mobile App integration
• Tech Blog

Senior Software Developer

Agro Stash as the name suggests is an information Technology-driven Agricultural platform with the objective of empowering the youths in Nigeria through Agriculture. They intend to achieve this by offering various individuals who are ready to work with land spaces at a very reduced rate. At the harvesting season, all the products from the various farms can be sold through the Agro Stash platform and the proceeds given to the farmers.

• Youth Empowerment
• Land Space provision
• E-commerce system