We Build
AI Systems
That Actually Ship.
AI-powered software, automation, and machine-learning systems built for real business problems — from architecture and development to deployment.
What We Build
See Our ServicesAI Systems
Custom AI applications, agents, RAG, inference, and intelligent workflows.
Machine Learning
Prediction, classification, computer vision, NLP, forecasting, and custom models.
Automation
AI-powered automation for repetitive operational workflows and data processing.
Software Products
Web applications, dashboards, APIs, databases, and complete product systems.
Built for Real Businesses
Measurable outcomes from production systems.
Built an OCR-based inventory scanning app to speed up manual stock counts.
Cut inventory count time per aisle from 40 minutes to a few minutes.
Built a chatbot to answer common property inquiries and qualify leads outside business hours.
Captured 34% more after-hours leads that would previously have gone unanswered.
Built a plagiarism and AI-generated content detection tool for student submissions.
Flagged cases that the platform's previous basic checker had been missing.
We Don't Just Build AI.
We Engineer Systems.
AI demos are easy to create. Reliable systems are not. We focus on the entire engineering process — architecture, data, models, backend infrastructure, deployment, monitoring, and the product layer around the AI.
Architecture
Designing robust, scalable system architectures tailored to specific business needs.
AI / ML
Developing custom machine learning models and intelligent agents that solve real problems.
Production Engineering
Ensuring reliability, performance, and maintainability in production environments.
Deployment
Seamlessly transitioning from prototype to production with automated deployment pipelines.
See How We Build
The same systems, experiments, and engineering thinking behind the work are documented on YouTube. Real systems. Real experiments. Real engineering.
Watch on YouTube →Research & Engineering
Deep dives into the systems, models, and infrastructure behind modern AI.
Mamba vs ViT at the Edge: A Post-Mortem
Why we ripped out our Vision Transformers for State Space Models in production.
ReadWhen QLoRA Fails You
A deep dive into rank deficiency and catastrophic forgetting when fine-tuning Llama-3 70B.
ReadTaming PPO for High-Frequency Execution
Notes on reward clipping and advantage estimation in noisy financial environments.
ReadBeyond Client Work
Alongside client systems, I build and experiment with products of my own.
ConnectMe
StoppedLocal services marketplace connecting trusted workers with customers.
Have something to build?
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