Here's how we are going to build something great, together
Applied AI & Agentic Systems
From zero-shot prototypes to hardened production systems. I design and build multi-agent workflows, RAG pipelines, evaluation harnesses, and scalable LLM architectures that run reliably in the real world. I also help you use existing AI technologies to accelerate your business with process automation and setups purpose-built for your situation.
from agents import AutonomousPipeline, StrictBenchmark
# Production-grade agentic harness
pipeline = AutonomousPipeline(
model="claude-3-7-sonnet",
tools=[VectorSearch(), SQLConnector(), ToolExecution()],
eval_harness=StrictBenchmark(accuracy=0.98)
)
await pipeline.evaluate_and_ship()Full-Stack & Systems Engineering
Whether taking a product from initial spec to live launch, or jumping into an existing codebase to tackle high-leverage backend, cloud, or data pipeline challenges — I build resilient software tailored to your ecosystem.
Complete product architecture: data modeling, scalable APIs, responsive frontends, auth, and automated deployment from blank canvas to live production.
Focused engineering for existing codebases: backend, cloud infrastructure (Docker, AWS, Cloudflare), data pipelines, system design, refactors.
Technical Advisory & Architecture Spikes
A consultant who can also build. I conduct technical feasibility audits, design system architectures, evaluate AI trade-offs, and unblock high-friction engineering challenges before you commit significant engineering capital. From there, you can choose whether to have me implement the solution or hand it off to your team with a clear roadmap, technical documentation, and support.
Ecosystem Building
Building developer adoption, technical trust, and authentic community momentum. Proven track record growing technology-based communities, structuring ambassador programs, and executing product launches.
Context-Aware, Business-First Stack
Tech choices are driven by your business constraints, existing systems, and team capabilities — not personal dogma. We evaluate trade-offs together to pick whatever is strategically optimal to ship fast, scale sensibly, and maintain with ease.
Direct Line to the Builder
No distracting account managers, no junior handoffs, and no game of telephone. We collaborate directly via a dedicated Slack or Discord channel with regular check-ins and walkthroughs - fast feedback and zero guesswork.
Terms That Work for Everyone
I am flexible in working with different pricing models (such as flat rate, milestone-based, and hourly rate) depending on the project and your preferences, and the structure, scope, and expectations are always agreed upon with complete transparency before work begins. No surprise invoices, hidden costs, or sudden scope creep.
Production-Grade Deliverables
Delivery is engineered for real-world reliability. Every project includes comprehensive system runbooks, reproducible CI/CD pipelines, clean test suites, and walkthroughs so your team can effortlessly operate, extend, and maintain it. I ensure the quality that separates world-class projects from vibe-coded ones.
The Delivery Pipeline
What actually happens from the moment you message me to when production code is deployed.
Discovery & Planning
It all begins with an initial discovery call where we dig into your goals, constraints, context, and possible solutions. My approach is outcome-focused and grounded in a deep understanding of the problems we are trying to solve. Better yet, this initial consultation comes at no cost! It also helps us de-risk the project before you invest significant resources
- Architecture RFC & Technical Spec
- Data Model & System Flow Diagram
- Clear Scope & Agreed Terms
That is exactly what our call is designed for. We turn rough ideas and business goals into concrete specifications before you commit to large development costs. If needed, we can also include an exploratory phase in the roadmap.
Delivering Results With Iterative Sprints
The work proceeds in focused sprints with continuous shipping, live previews, and short feedback loops - with you, your team, users, or whoever else you'd like.
- Repositories always up-to-date and live dtaging URL for instant testing
- Weekly walkthroughs and check-ins
- Async Slack/Discord availability for questions
That's totally fine! I will integrate into your existing team and ecosystem, ensuring I deliver my work while not disrupting your team's existing workflows.
Ensuring Success After the Build
I ensure a smooth handover with comprehensive documentation and optional post-launch support. I manage the production cutover, set up automated CI/CD pipelines and monitoring, and write developer runbooks.
- Production-grade Deployment & CI/CD
- Developer Runbooks & Architecture Docs
- Post-Launch Support
We can totally do that! Our engagements can optionally include continued support, ensuring your success even when the market changes or additions are needed.