SELECTED WORK
A curation of production-grade AI systems. Each project represents a specific challenge in scalability, reasoning, or automation—solved through bespoke engineering.
The Orchestrator
Business Impact
Transforms static SOPs into an active, self-managing digital workforce, reducing operational overhead by 60%.
The Challenge
Complex business workflows (like employee onboarding or procurement) require constant human oversight and hand-offs, creating bottlenecks.
The Solution
A multi-agent system where autonomous workers plan, execute, and verify tasks. It handles exceptions and reports progress with minimal human-in-the-loop.
Engineered With
Counterpoint POS
Business Impact
Increased transaction speed by 30% and eliminated inventory-related revenue loss.
The Challenge
High-volume retail environments suffer from slow manual entry and inventory drift, leading to lost sales and shrinkage.
The Solution
A bespoke, voice-enabled POS system. It uses local LLMs to process natural language orders and automatically reconciles inventory in real-time.
Engineered With
Momentum
Business Impact
Compresses 20 minutes of manual financial modelling into a <3 second conversational query.
The Challenge
Small businesses lack the CFO-level tooling to accurately forecast cash flow, relying on error-prone spreadsheets.
The Solution
A full-stack SaaS featuring a real-time analytics dashboard and a conversational forecasting module powered by LLaMA 3.3.
Engineered With
Precedent
Business Impact
Accelerates legal research by parsing thousands of case files to extract relevant precedents in seconds.
The Challenge
Legal professionals spend billable hours manually sifting through case law, increasing costs for clients.
The Solution
An advanced NLP engine that parses legal documents, understands citation networks, and provides accurate, summarized briefs.
Engineered With
Synapse
Business Impact
Automates the literature review process, allowing researchers to track medical breakthroughs in real-time.
The Challenge
The exponential growth of medical literature makes it impossible for researchers to stay current manually.
The Solution
An NLP pipeline connecting to the PubMed API. It synthesizes abstracts into concise research briefs and identifies conflicting studies.
Engineered With
Joule
Business Impact
Democratizes energy data, allowing homeowners to reduce waste through natural language insights.
The Challenge
Smart meters generate data that is inaccessible to the average user, resulting in missed savings opportunities.
The Solution
A real-time telemetry dashboard backed by a conversational agent that explains usage spikes and suggests optimization strategies.
Engineered With
Vantage
Business Impact
Identified 3 major market gaps in Month 1, driving a 40% increase in qualified leads for the client.
The Challenge
A MarTech agency needed to track competitor movements across fragmented channels in real-time.
The Solution
A competitive intelligence engine combining web scraping, sentiment analysis, and predictive modeling to flag emerging trends.
Engineered With
R&D BLUEPRINTS
Active internal research. These engines are currently in development to address the next generation of business challenges.
Sentience
Problem: Static databases fail to capture the nuance of changing context and evolving business rules.
Approach: Developing a memory-augmented reasoning engine that learns from interactions and updates its own knowledge graph in real-time.
"Decision support that gets smarter over time, adapting to your business as it grows."
Keystone
Problem: Personal development apps lack the context to provide genuine accountability.
Approach: A mobile-first AI coach that builds a psychological profile to offer tailored, just-in-time interventions.
"High-retention consumer application supporting long-term behavioral change."