Work

Robotics, AI, backend systems, and production products

Each case study states the problem, my exact role, architecture, engineering decisions, validation, and whether I also created the product design.

Flagship systems

Autonomous Retail Intelligence Robot preview

RoboticsPerceptionAutonomous Systems

2023Validated in simulation

Autonomous Retail Intelligence Robot

A ROS-based autonomous retail robot combining real-time shelf perception, multi-object tracking, autonomous navigation, customer-request handling, and ERP synchronisation.

Role / Sole engineer (MSc dissertation)

End-to-end pipeline from RGB/Depth frames to live ERP inventory state
DeepSORT tracking + product debouncing prevent duplicate counts across frames
Customer requests drive autonomous navigation through move_base

Case study Repository

Assistive Perception System for a Quadruped Robot preview

RoboticsPerception

2023Validated on hardware

Assistive Perception System for a Quadruped Robot

Real-time ROS perception and audio-guidance system developed for a Unitree Go1 guide-dog concept, combining object detection, scene context, and synchronised spoken cues.

Role / Computer vision and perception lead

Case study Repository

Real-Time Vision Operations Platform preview

PerceptionAI IntegrationBackend Systems

2024Maintained

Real-Time Vision Operations Platform

Browser-to-inference platform for streaming camera frames to a FastAPI detection service, visualising detections in the browser, and monitoring streaming behaviour in real time.

Role / Designer and engineer (solo)

Case study Repository

AI IntegrationBackend SystemsFull-Stack

2024–PresentLive in production

Sellavie AI

Multi-tenant conversational commerce infrastructure connecting social messaging, business knowledge, guarded AI, human handoff, orders, billing, analytics, and operations.

Role / Co-founder, Sellavie LTD / Full-stack developer, Sellavie AI

Business-scoped conversation and commerce workflows with explicit human takeover
Guarded AI language generation separated from deterministic business actions
Subscription, reporting, provider resilience, and administration built as product systems

Case study

Commercial, product, and supporting work

Full-StackBackend Systems

CurrentLive in production

DZND.studio

Designed and built DZND.studio end-to-end as the public operating surface for a multidisciplinary studio, combining editorial storytelling, motion-led interaction, campaign presentation, catalogue discovery, and qualified lead capture.

Role / Labs Vertical Director / Product designer / Full-stack engineer

Case study

RoboticsAutonomous SystemsFull-Stack

2024Maintained

Robot Path Planning Simulator

Interactive browser-based simulator comparing A*, Dijkstra, and an RRT-style planner on a configurable grid with obstacle painting, start/goal placement, and live stats.

Role / Designer and engineer (solo)

Case study Repository

ASSET PLACEHOLDERRATIO 16:9

eventOS

Project preview

EXPECTED / MP4 or WebM

Full-StackBackend Systems

CurrentIn active development

eventOS

A multi-surface event operating system spanning organiser workflows, inventory, transactions, attendee delivery, venue operations, subscriptions, partner integrations, and internal governance.

Role / Labs Vertical Director / Product designer / Technical lead / Full-stack engineer

Case study

Backend SystemsAI Integration

2024Maintained

Webhook Relay & Inspector

Webhook reliability tool for receiving, verifying, inspecting, replaying, and forwarding events with bounded retries and a live inspector UI.

Role / Designer and engineer (solo)

Case study Repository

AI IntegrationBackend SystemsFull-Stack

2024Maintained

AI Document Q&A Agent

Document ingestion and retrieval system that answers questions with citations linked to retrieved source chunks. Runs in a deterministic mock mode so reviewers can exercise the full pipeline without paid LLM keys.

Role / Designer and engineer (solo)

Case study Repository

Full-StackBackend Systems

CurrentShipped

XcroTrust

Engineered a four-surface escrow product across public web, consumer mobile, backend services, and operational administration, implementing a supplied design while keeping transaction outcomes and intervention paths server-controlled.

Role / Labs Vertical Director / Website, admin dashboard, backend, and mobile engineering

Case study

Intelligent PV Monitoring & Power Efficiency Prediction (ANN) preview

AI IntegrationBackend Systems

2021Research prototype

Intelligent PV Monitoring & Power Efficiency Prediction (ANN)

Applied AI + IoT project using neural networks to predict photovoltaic power efficiency from real-time operational telemetry.

Role / Sole engineer

Case study Repository

Full-StackBackend Systems

CurrentLive in production

Kilogbede Records LTD

Designed and built Kilogbede Records' production platform across the public label site, roster and release storytelling, media infrastructure, events, commerce connections, and a purpose-built operational CMS.

Role / Labs Vertical Director / Product designer / Full-stack engineer

Case study

ASSET PLACEHOLDERRATIO 16:9

Disaster Response Robot

Project preview

EXPECTED / MP4 or WebM

RoboticsAutonomous Systems

2022Research prototype

Nuclear Disaster Response Robot

ROS and Gazebo disaster-response simulation project focused on SLAM mapping, autonomous navigation, and hazard-aware exploration.

Role / Sole engineer

Case study Repository

Full-StackBackend Systems

CurrentLive in production

Kilo's Kubicle

Designed and built Kilo's Kubicle as a standalone, CMS-operated music and merchandise storefront with campaign collections, product state, interactive discovery, reversible media tooling, and shared label operations.

Role / Labs Vertical Director / Product designer / Full-stack engineer

Case study

AI IntegrationBackend Systems

Maintained

AI Voice Sales Outreach Engine

n8n workflow that turns a new CRM lead into a personalized ElevenLabs voicemail in ~15 seconds — GPT-4o script generation, cloned-voice synthesis with tuned settings, S3 delivery, Airtable logging, and cost telemetry per execution.

Role / Designer and engineer (solo)

Case study

ASSET PLACEHOLDERRATIO 16:9

AI Podcast Factory

Project preview

EXPECTED / MP4 or WebM

AI IntegrationBackend Systems

Maintained

AI Podcast & Audio Newsletter Factory

Fully automated n8n pipeline that runs every morning: ranks top AI stories from RSS feeds, writes a two-host podcast script with GPT-4o in JSON mode, synthesizes each speaker through ElevenLabs with per-persona voice tuning, stitches the audio in-memory, and publishes the episode to Cloudflare R2 and Slack.

Role / Designer and engineer (solo)

Case study

AI IntegrationBackend Systems

Maintained

Voice-Driven CRM Assistant

Drop a voice note in Slack — the assistant transcribes it with Whisper, uses GPT-4o function calling to decide the right CRM action (create contact, log activity, query, or answer), runs it against Supabase, and replies with a spoken confirmation. Short-term memory keeps multi-turn context across requests.

Role / Designer and engineer (solo)

Case study

mofe.live / Music, Merch & Ticketing Platform preview

Full-StackBackend Systems

Live in production

mofe.live / Music, Merch & Ticketing Platform

A public DZND music and commerce platform presented through the live website and exact preview already published on DZND.studio.

Role / Labs Vertical Director / Technical delivery lead

Case study

peyntoken.com / Crypto Token Platform preview

Full-Stack

Live in production

peyntoken.com / Crypto Token Platform

A public DZND Web3 launch website presented through the live client surface and exact preview already published on DZND.studio.

Role / Labs Vertical Director / Frontend implementation contributor

Case study

ASSET PLACEHOLDERRATIO 16:9

Adaptive Playlist Generator

Project preview

EXPECTED / MP4 or WebM

AI Integration

Research prototype

Adaptive AI Playlist Generator

Adaptive music recommendation system that learns listener preferences over time and generates explainable playlists using embeddings and contextual signals.

Role / Sole engineer

Case study

ASSET PLACEHOLDERRATIO 16:9

Genetic Algorithm

Project preview

EXPECTED / MP4 or WebM

AI Integration

2022Research prototype

Genetic Algorithm Optimization

Evolutionary optimization project implementing selection, crossover, mutation, and fitness-driven search.

Role / Sole engineer

Case study Repository

ASSET PLACEHOLDERRATIO 16:9

Data Mining Portfolio

Project preview

EXPECTED / MP4 or WebM

AI Integration

2022Research prototype

Data Mining & Machine Learning Portfolio

Portfolio of data mining and supervised learning experiments covering preprocessing, feature engineering, and predictive modeling.

Role / Sole engineer

Case study Repository