Client Projects: Computer Vision AI, Agritech and R&D

SyncTech is a Sydney property intelligence platform for insurers and claims teams. I lead R&D on its 3D computer vision technology.

I was building the technology engine for a new agriculture venture designed to put capital and modern agronomy into the hands of 1000+ rural agripreneurs in Kenya and India: an AI-first architecture from scratch to scale to thousands of farms, data-driven digital agronomy pipelines powered by LLMs and machine learning, and predictive farming with multi-agent systems to select the right lands and crops.

I helped shape Lima Labs' computer vision products for highly accurate yield forecasting and analytics on commercial farms in Kenya. By shifting away from complex mobile dashboards to visual insights displayed on central TVs, we drastically improved adoption and helped field teams spot trends and yield shifts earlier.

I advised a heavy equipment manufacturer on an edge-computing CV system to monitor worker productivity and ensure safety across heavy machinery plants. The pipeline tracks tool usage, operation cycle timing, PPE compliance, and danger zone intrusion detection to drastically reduce downtime and safety violations.

I designed a comprehensive Vision AI pilot concept to automate packaging and internal logistics for dry pet food production. The pipeline visually tracks the product journey from "bag to truck", featuring real-time seal quality inspection, 360-degree pallet scanning, forklift tracking, live inventory mapping, and dispatch mismatch alerts to prevent loading dock errors.

I built, in three months, a sub-second computer vision MVP that turns a live stream of several game windows into a structured game log in about 0.35 s per frame, with YOLO11n, PaddleOCR on TensorRT and OpenCV on a cloud GPU.

I led the software engineering team that built the frontend for a DeFi dApp used by 60K users to transfer over $250M across 30+ blockchains.

I led an external R&D team that scaled a precision farming idea into a multi-product agritech SaaS serving over 10,000 farmers across Europe and Brazil. Over seven years, I managed key tech hires and engineering operations for this award-winning, VC-backed startup.

I sourced the client and managed the project in which Elk Labs built the Ethereum side of the Chia ↔ Ethereum bridge.

I advised the founding team on product and go-to-market strategy.

As a Computer Vision Advisor for an AI startup focused on deep facial data, I provided ML/Deep Learning expertise and initiated product development.

I provided product design consulting and helped build the R&D team for a high-speed sports analytics platform capable of processing live tracking at 120 FPS for professional coaching and sports markets.

A power bank rental service: users find the nearest station in the app, take a charger and return it to any station. We designed the service, built the web front end and the React Native app.

I designed a computer vision system that reads waste bin fill levels from cameras, so urban waste operators can plan collection routes around bins that are actually full.

I designed and built a real-time proof of concept on a working drilling rig: CCTV and rig sensors feed an edge server that spots risky operations, such as a drill string left without movement, and alerts the crew on the spot.

Coffee ordering for drivers and pedestrians: the app finds coffee shops on the route, and the barista has the order ready on arrival or brings it out to the car. We built the iOS and Android apps for customers and coffee shops, and the admin panel.

A catalogue for travellers and expats of places where staff speak Russian, in the US, Europe and Thailand: rentals, restaurants, shops, tours and services, with maps, filters, reviews and ratings.

I helped design a computer vision system for dairy farms that used advanced pose estimation to identify individual cows. The pipeline continuously monitors their health states and rumination periods, turning physical farm activity into structured health data.

A desktop and mobile case manager for lawyers, law firms and their clients: cases, notes, text and voice messages, tasks and invoices in one place.

A blockchain platform for supply chain financing in petrol trading, built for a UK-based entrepreneur targeting the Ghana market.