Work
Each case study states the problem, my exact role, architecture, engineering decisions, validation, and whether I also created the product design.
Discipline / AI Integration
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)
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)
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
Webhook reliability tool for receiving, verifying, inspecting, replaying, and forwarding events with bounded retries and a live inspector UI.
Role / Designer and engineer (solo)
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)
Applied AI + IoT project using neural networks to predict photovoltaic power efficiency from real-time operational telemetry.
Role / Sole engineer
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)
AI Podcast Factory
Project preview
EXPECTED / MP4 or WebM
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)
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)
Adaptive Playlist Generator
Project preview
EXPECTED / MP4 or WebM
Adaptive music recommendation system that learns listener preferences over time and generates explainable playlists using embeddings and contextual signals.
Role / Sole engineer
Genetic Algorithm
Project preview
EXPECTED / MP4 or WebM
Evolutionary optimization project implementing selection, crossover, mutation, and fitness-driven search.
Role / Sole engineer
Data Mining Portfolio
Project preview
EXPECTED / MP4 or WebM
Portfolio of data mining and supervised learning experiments covering preprocessing, feature engineering, and predictive modeling.
Role / Sole engineer