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$ ls -la projects/ --by=impact

Shipped.
Measured. Signed off.

No mock-ups, no concept pieces, no "proof-of-concept" that never shipped. Every project below has a live URL, a paying client, and a metric someone signed off on.

IoT Predictive Maintenance Pipeline
$8.6M saved · 72h warning
IoT · Predictive Analytics

IoT Predictive Maintenance Pipeline

12,000+ sensors streaming into a single model that calls failures 72 hours early. Unplanned downtime dropped 34% and the plant saved $8.6M a year.

Kafka Flink TimescaleDB
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MCP Restaurant Business Intelligence Platform
56% MAPE cut · $2.1M saved
Agentic Analytics · Forecasting

MCP Restaurant Business Intelligence Platform

Three MCP agents that replaced six dashboards and a lot of gut-feel prep decisions. 56% lower MAPE, $2.1M/yr of food waste off the books.

PostgreSQL XGBoost Python
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AR-Powered Remote Training Platform
<100ms AR anchor relay
Mobile · Augmented Reality

AR-Powered Remote Training Platform

Live video with shared AR overlays. Instructors draw on a trainee’s workspace from another continent, and onboarding got 52% quicker.

Flutter ARKit WebRTC
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BLE Contactless Payment SDK & Platform
99.8% success · 850+ terminals
Mobile · Payments · IoT

BLE Contactless Payment SDK & Platform

Tap-to-pay SDKs on iOS, Android and Windows talking to custom BLE terminals. 99.8% pairing success, PCI DSS Level 1, 850+ terminals live across three countries.

Swift Kotlin BLE
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Hallucination Detection & Content Verification
92.4% F1 <350ms · 30K/day
LLM Safety · AI Infrastructure

Hallucination Detection & Content Verification

A two-model LangGraph consensus loop that catches factual drift in 30K+ pieces a day. 92.4% F1, under 350 ms per verdict.

LangGraph GPT-4 Python
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AI-Powered Search Relevance & Revenue Engine
$12M revenue · 50% CTR
Semantic Search · Ranking

AI-Powered Search Relevance & Revenue Engine

Bi-encoder recall, cross-encoder re-ranking, 2,400 RPS under load. 50% more clicks and $12M of annualised revenue that the old keyword search was leaving on the table.

Embeddings Python Redis
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Fintech Digital Banking App
$1.2B deposits · 420K users
Mobile · Fintech

Fintech Digital Banking App

A native neobank on iOS and Android with on-device check scanning at 97.3% accuracy. 420K users have routed $1.2B through it without a single S1.

Kotlin Swift ML Kit
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AI Mental Health Assistant with 3D Avatar
68% completion · 4.7/5 rating
Multimodal AI · Voice

AI Mental Health Assistant with 3D Avatar

A real-time 3D avatar that listens, pauses, and keeps to CBT/DBT guardrails. Under 200 ms voice-to-response and more than twice the industry session-completion rate.

GPT-4 Three.js WebRTC
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Aerial Imagery Roof Measurement Platform
4.2× throughput · 59% accuracy
Computer Vision · Edge ML

Aerial Imagery Roof Measurement Platform

Roof-line detection on aerial imagery, served through Triton + TensorRT. We doubled accuracy to 59% and stayed inside 3% of a human surveyor.

NVIDIA Triton TensorRT Python
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On-Demand Logistics & Delivery Platform
41 → 23 min avg delivery · 340K/mo
Mobile · Logistics

On-Demand Logistics & Delivery Platform

A Flutter delivery app with ML route optimisation across three cities. 340K deliveries a month and the average time from tap to door fell from 41 to 23 minutes.

Flutter MapBox PostGIS
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Marketing Attribution & Revenue Analytics
$2.8M spend reallocated · 67% lift
Attribution · Revenue Analytics

Marketing Attribution & Revenue Analytics

Bayesian multi-touch attribution across 23 channels, 67% more accurate than the last-click it replaced. The CMO moved $2.8M of spend on the strength of it.

Snowflake dbt Airflow
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Pharmaceutical Medical Claim Extraction Engine
93.7% F1 $1.8M/yr saved
NLP · Regulatory Tech

Pharmaceutical Medical Claim Extraction Engine

An FDA-aware NER pipeline that pulls structured claims out of pharma copy. 93.7% F1, fewer than 2% of cases touched by a human.

NLP Python FastAPI
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Enterprise Fleet Management Mobile App
180K field users · 47% less downtime
Mobile · Industrial IoT

Enterprise Fleet Management Mobile App

A Flutter fleet app used by 180K field operators in places with patchy signal. Offline-first sync, BLE equipment pairing, 47% less equipment downtime.

Flutter BLE MapBox
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Multi-Vendor SaaS Marketplace Platform
$4.2M GMV in 6 months · 50K MAU
SaaS · Marketplace

Multi-Vendor SaaS Marketplace Platform

A multi-tenant marketplace on Stripe Connect. 200+ vendors onboarded, custom subscription billing, $4.2M of GMV in the first six months.

Next.js Stripe Connect Auth0
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  • [LLMs] that ship
  • [Pipelines] you can trust
  • [Web apps] under real load
  • [Mobile] 60 fps, offline-first
  • [Dashboards] people actually open
  • [Audits] with receipts