Projects
Lumora – AI Tax Compliance Assistant
The Challenge: Navigating Nigeria's tax policies is notoriously difficult for entrepreneurs. The complexity of the regulations often leads to unintentional non-compliance, resulting in severe fines or business shutdowns. There was a need for an accessible tool that could translate legal jargon into actionable business advice. The Solution: I built Lumora, a specialized AI web agent. Unlike generic chatbots, Lumora is built on a RAG (Retrieval-Augmented Generation) architecture. I utilized LangChain to orchestrate the application logic and Pinecone to index vast amounts of official tax data from the CAC. When a user asks a question, the system retrieves the specific legal clauses relevant to the query and passes them to the OpenAI model to generate an accurate, citation-backed answer. This bridges the gap between complex policy and business application.
Retail Store E-Commerce Deployment: Kubernetes-based Microservices Architecture
Engineered a scalable microservices architecture on AWS EKS, utilizing Terraform for Infrastructure as Code to automate full-stack provisioning and cluster management. Designed a secure network topology within AWS VPC by implementing public and private subnets alongside Elastic Load Balancing to optimize traffic distribution for High Availability. Further secured the infrastructure by integrating Amazon RDS for managed persistence, establishing strict access control policies to isolate and protect internal data traffic.
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Skills
Machine Learning
Python, scikit-learn, TensorFlow, PyTorch, Keras, Model Development, Algorithm Design
Data Science
Pandas, NumPy, Jupyter Notebook, Data Analysis, Statistical Modeling, Data Visualization
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Work
Peepalytics
AI Engineer
HNG
Software Engineer
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Education
Cloud Engineering
AltSchool Africa
Mechanical Engineering
Federal University of Technology, Minna
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Certificates
HNG DevOps Finalist
Hotelsng
HNG Backend Engineering Finalist
HotelsNG
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Languages
English
Yoruba
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About
Hey, I’m Godwin Olagunju — a machine learning engineer with a solid background in backend development. I like building systems that make data come alive — from training ML models to deploying them as APIs that people can actually use.I’ve worked on projects that blend AI with ...
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