Akerele Emmanuel Omoniyi
Data Analyst | AI/ML Specialist
Ibadan, NG.About
Highly proficient Backend Engineer and AI/ML Specialist with a comprehensive background in developing scalable production systems and integrating cutting-edge Large Language Models. Expert in Python, relational databases, and system architecture, adept at solving complex AI challenges like output quality and hallucination. Proven track record of delivering measurable impact through advanced algorithms and robust data processing pipelines, positioning to build innovative, production-ready AI features.
Work
Ibadan, Oyo, Nigeria
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Summary
Engineered and optimized robust backend systems with a specialized focus on AI/ML integration, delivering high-performance solutions for complex data processing and predictive modeling.
Highlights
Developed and deployed a Customer Churn Prediction Model with robust data processing pipelines, achieving 85% prediction accuracy using advanced algorithms.
Designed and implemented a Lead Scoring Optimization System that leveraged intelligent backend automation and real-time data processing, boosting sales team efficiency by 40%.
Led the Google Play Store Analytics Platform project, implementing sophisticated data validation and quality control mechanisms for over 10,000+ applications, ensuring AI output reliability and accuracy.
Engineered and maintained high-availability, high-performance production systems capable of large-scale data processing, optimizing query performance, and ensuring robust data integrity.
Integrated cutting-edge LLM APIs (ChatGPT, Anthropic's Claude) into backend systems, applying advanced prompt engineering and optimization techniques to address challenges like hallucination and bias.
Managed the full software development lifecycle for multiple end-to-end solutions, including automated reporting systems and real-time analytics platforms, ensuring robust error handling and performance optimization.
Skills
Database Management
Relational Database Management, Data Schemas, Query Performance Optimization, Data Integrity Measures, Large-Scale Data Processing.
Programming Languages
Python.
Backend Engineering
Scalable System Architecture, Production Systems, Data Processing Pipelines, Real-time Data Processing, Error Handling, Monitoring, Performance Optimization, Software Development Lifecycle (SDLC), High Availability.
Artificial Intelligence & Machine Learning
AI/ML Systems, Large Language Models (LLM), ChatGPT, Anthropic's Claude, Prompt Engineering, LLM Optimization Techniques, Hallucination Mitigation, Bias Detection, Output Quality Control, Customer Churn Prediction, Lead Scoring Optimization, Predictive Systems.
Data Analytics & Quality
Data Validation, Quality Control Mechanisms, Analytics Platforms, Automated Reporting.
Problem Solving
Critical Thinking, Complex AI Challenges, Cross-functional Collaboration, Technical Requirements Translation.