Delstarford Isaiah
Machine Learning Engineer · Full‑Stack Developer · Agricultural Biotechnology
Profile
Creative engineer building reliable ML systems that solve real-world problems in transportation and agriculture. Experienced at end-to-end ML pipelines, production deployment, OCR and computer vision, and building accessible multilingual dashboards and voice-driven interfaces. Strong focus on reproducibility, testing, and stakeholder communication.
Experience
- Designed and maintained reproducible biometric and traffic monitoring ML pipelines using PyTorch and OpenCV.
- Led deployment to edge devices and cloud; built CI/CD for model packaging (ONNX/TorchScript) and monitoring dashboards.
- Implemented OCR pipelines for license plate extraction and automated notification workflows that improved response times.
- Built responsive Flask dashboards with voice navigation and multilingual support; integrated OCR and object detection services.
- Automated ETL and reporting workflows; improved data reliability and reduced manual review time.
- Developed data collection and preprocessing pipelines; collaborated with agronomists to validate model predictions in-field.
Education
BSc Agriculture and Biotechnology
Masinde Muliro University of Science and Technology — 2023–2027
Relevant coursework: Bioinformatics, Molecular Biology, Data Analysis
Maseno School
KCSE — 2019–2022
Selected Projects
- USHERBOT — AI attendance recording system with secure enrollment and verification.
- ASK SARAH — AI agricultural advisor with bulk SMS/email notifications, forum, and e-learning modules.
- DIGITAL ASSIST-AI — Caregivers support platform with scheduling and intelligent reminders.
- AUTOCIN — Automated bio-incubator with ML control models and web interface.
- Smart Day Planner — AI-powered productivity assistant (mobile + backend).
- AI Traffic Management — Vehicle detection, OCR plate recognition, voice-driven dashboard.
- Plant Pathology — Plant disease detection and solution guidance with edge optimization.
- Insect AI — AI insect detection and providence of advice and information about the insect.
- BKING — AI banking assistant for farmers with insurance matching and emergency credit access.
- FREEZE AI — Smart refrigerator monitoring for spoilage prediction and freshness alerts.
- KWS AI — Wildlife park surveillance system for poaching detection and environmental monitoring.
- LEARN AI — Online college platform for AI education with mentorship and certification.
- Poli AI — Poultry farm surveillance system for health and productivity tracking.
- Eco-Ride — AI-driven climate-conscious mobility platform with smart routing and emissions tracking.
- Chatbot — AI chatbot for agriculture, e-learning, and bulk communication via SMS and email.
- Agritech Field Trial Manager — Experiment tracking and analytics for agronomists and researchers.
- Attendance Dashboard — Real-time attendance summaries, fallback messaging, and PDF reporting.
- Usherbot Embedding Biometric Pipeline — Fingerprint capture and matching with audit logs and thresholds.
- Smart Health AIe — System to help predict malaria prone regions as early as possible based on the mosquito specie and genus in the region,and connecting the Community health personnel and doctors.
- ANIPRO AI —.Animal ProductioN farm survailence AI