Software Engineer & AI Consultant
Building intelligent systems
AI · Engineering · Consultancy
Newsletter · Projects · Research
Available for Select Engagements
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I build systems that think.
I am a software engineer specializing in artificial intelligence — from large language models and autonomous agents to production ML infrastructure. My work sits at the intersection of rigorous engineering and frontier AI research.
Through consultancy, I help organizations navigate the complexity of adopting AI at scale. Through my newsletter, I distill the signal from the noise in a fast-moving field. Through my projects, I push the boundary of what intelligent software can do.
My approach is grounded in precision: clean architectures, measurable outcomes, and systems designed to endure. No hype — only what works.
8+
Years in Software
30+
AI Projects Shipped
5K+
Newsletter Readers
Selected work across autonomous agents, search systems, ML infrastructure, and open-source tooling.
Autonomous research agent that ingests, summarizes, and synthesizes academic papers using multi-step retrieval and LLM reasoning chains.
Semantic search engine built on vector embeddings with real-time indexing, hybrid BM25 + dense retrieval, and sub-100ms query latency.
End-to-end ML pipeline delivering forecasting models through an interactive dashboard with automated retraining and drift detection.
Modular framework for building production-grade conversational assistants with tool use, memory persistence, and evaluation harnesses.
I work with startups, scale-ups, and enterprise teams building AI-first products. Engagements range from strategic advisory to hands-on engineering.
Technical roadmaps for integrating large language models and machine learning systems into your product. From proof-of-concept to production deployment.
Custom-built AI applications — RAG pipelines, agent systems, fine-tuning workflows, and evaluation frameworks tailored to your domain.
Independent assessment of AI/ML systems for investors and leadership teams. Architecture reviews, capability audits, and risk analysis.
Embedded engineering support for teams building AI-first products. Hands-on code, architecture guidance, and knowledge transfer.
Structured programs covering LLM fundamentals, prompt engineering, agent design patterns, and production ML best practices.
Engagement Models
Project-based, retainer, or embedded team arrangements. All engagements begin with a structured discovery phase. Reach out to discuss scope and availability.
The Signal
A curated newsletter on artificial intelligence — cutting through hype to deliver what matters. Research breakdowns, engineering insights, and strategic perspectives on the future of AI. Published weekly.
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Recent Topics
Reasoning Models & Chain-of-Thought Scaling
Building Production RAG Pipelines
The Case for Smaller, Specialized Models
Agent Architectures That Actually Work
Let's Build Something
Interested in working together? I am selective about engagements to ensure maximum impact. Reach out with details about your project and timeline.
Currently accepting new engagements — Q1 2026