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Sudi Hagestam

@sudihagestam

Message

I build deployed ML pipelines, agentic AI systems, and data analytics solutions.

Kenya

Message

I'm building end-to-end machine learning, agentic AI, and data analytics solutions. My projects include a crop disease advisory system that fine-tuned EfficientNet-B0 on 54,000 PlantVillage images to achieve 97.3% top-1 accuracy across 38 disease classes.

I also built a real-time financial anomaly detection pipeline with 94.2% F1 on a 590K-transaction dataset and sub-50ms inference latency, plus AI-powered maintenance orchestration and IT helpdesk triage systems using FastAPI, Claude API, PostgreSQL, and Twilio.

Experience

Work history, roles, and key accomplishments

Game Engineering Intern

AuraVision

May 2025 - Aug 2025 (3 months)

Delivered hands-on instruction in game development using Unity (C#) and Unreal Engine (C++/Blueprints), covering object-oriented design and scripting architectures. Conducted code reviews and technical assessments to evaluate code quality and modularity.

Unity C#Unreal Engine C++Blue Print Object Oriented Design Event Driven Programming Physics Systems Behavior Trees Game Asset Pipelines Scene Management Code Review Technical Assessments

Alumni IT Advisor (Databases and Presentations)

Kakamega School

Jun 2023 - Aug 2023 (2 months)

Mentored 63 students on the KCSE Computer Studies project, guiding relational database design using MS Access and other DBMS tools. Reviewed and debugged over 70 database projects, resolving data integrity and relationship mapping issues.