Software Developer & AI Engineer - Data Quality Advocate

Anthony King’oriMburu Software

Developer & AI Engineer Applied

Machine Learning Researcher

Kisii, Kenya

MOBILE-ALT +254-***-***-*** • Envelope **********@*****.*** • Github tonieking6 LINKEDIN-IN linkedin.com/in/tonieking

Professional Summary

Innovative Software Developer and AI Researcher with a focus on Computer Vision, NLP, and Optimization Algorithms. Expert in building end-to-end AI pipelines and high-concurrency full-stack applications. Proven track record in AI Model Evaluation and Prompt Engineering, with the operational stamina to handle high-volume digital workflows (200+ interactions/shift). Seeking to leverage deep technical versatility in AI research, software engineering, and agricultural technology to deliver scalable global solutions. Technical & Operational Skills

AI & ML: Neural Networks (CNNs), Ensemble Deep Learning, Computer Vision, NLP, Prompt Engineering, Model Evaluation.

Software Engineering: Python (Expert), Django, Flask, JavaScript, SQL, RESTful APIs, TailwindCSS, Docker, Git.

Data Science: GWO/WOA Optimization, Predictive Analytics, Feature Engineering, Data Annotation. Operations: Software QA, High-Volume Chat Moderation, Virtual Assistance, Technical Support. Key AI & Software Projects

Optimization & Deep Learning

AI-Driven Crop Yield Prediction

Developed a predictive model using Neural Networks optimized by Grey Wolf (GWO) and Whale (WOA) algorithms for high-accuracy agricultural forecasting based on soil and environmental data. Computer Vision Ensemble Learning

Facial Recognition Attendance Tracking System

Engineered an automated system using Ensemble Deep Learning for real-time identification and attendance logging.

Automated classroom and workplace workflows, significantly reducing manual errors and administrative overhead. Predictive Analytics AgriTech

Climate-Based Agricultural Advisory System

Designed an intelligent system analyzing historical weather trends and environmental variables to generate predictive recommendations for crop planning, irrigation, and pest risk management. Deep Learning Decision Support

AI-Based Pest Surveillance & Advisory System

Built a CNN-based detection model for Fall Armyworms integrated with an automated advisory workflow for early-warning prevention and sustainable farming treatment plans. Django Full-Stack Role-Based Systems

Telecommunications Service Management Platform

Developed a scalable platform supporting dynamic dashboards for customers, technicians, and admins.

Implemented complex workflow modules for service requests, issue escalation, and high-concurrency task tracking. NLP LLM Evaluation

AI Prompt Engineering & Evaluation Research

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Designed high-quality prompts for complex task completion and evaluated frontier model outputs for reasoning accuracy, instruction adherence, and response safety. NLP Flask

Mindful Echoes: Emotion Detection Chatbot

Built a sentiment analysis system for real-time emotional wellness tracking and mental health support. Professional Experience

Alpha Date Platform Cloudworkers Remote

Chat Moderator & Virtual Assistant 2025–2026

Managed 200+ professional messages per shift, ensuring 100% compliance with platform moderation policies.

Utilized AI-assisted workflows and digital communication tools to maintain high user engagement metrics. Test IO / Uber Testers Remote

Software QA Tester 2023–Present

Conducted exploratory and regression testing for global applications, identifying critical functional and security bugs. Education

Kisii University Kenya

B.S. in Information Technology 2022–2026

Expected 2026. Relevant Coursework: AI, Data Science, Cryptography, Cloud Computing. Languages

English: Fluent Professional & Academic

Swahili: Native Everyday Communication

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