AI discovery
Identify where AI could improve a workflow and what it would take to validate it.
- Use-case and data review
- Feasibility, risks, and evaluation criteria
- A scoped implementation roadmap
AI & BACKEND ENGINEERING SERVICES
Turn your AI idea
into working software.
Get hands-on engineering for AI prototypes, grounded retrieval, and reliable backend systems. Start with a focused conversation about your business problem.
+LOCAL RAGEVALUATIONFINE-TUNE LAB
SERVICES
Practical help.
Defined outcomes.
Choose a starting point. Every engagement is scoped around your goals and constraints.
AI prototype
Turn a focused use case into a working prototype you can evaluate with real inputs.
- Retrieval and AI workflow integration
- Evaluation against agreed criteria
- Demo, documentation, and next steps
Backend & cloud
Build or improve the APIs, pipelines, and infrastructure behind your product.
- Node.js, TypeScript, and AWS
- Reliability and performance review
- Implementation and technical handover
SELECTED EVIDENCE
Proof, not promises.
Engineering work measured by reliability, throughput, and usefulness—not novelty.
Production backend
Node.js and TypeScript services designed for operational clarity, predictable releases, and scale.
- Microservices & event-driven systems
- AWS, Kubernetes, Postgres, Redis
- Release ownership & engineering mentorship
High-throughput pipelines
Led an image-processing pipeline designed around an ambitious throughput target.
≈4M FILES / HOUR TARGET- Capacity planning & bottleneck analysis
- Observable, failure-aware architecture
Local model lab
Building a privacy-first environment for RAG, source verification, evaluation, and fine-tuning experiments.
- Local inference & reproducible evaluation
- Retrieval grounded in verifiable sources
- Research translated into product decisions
HOW WE WORK
A clear path
from idea to delivery.
DISCOVER → SCOPE → BUILD → HAND OVER
Define success before writing code.
We discuss your workflow, constraints, and data. Then agree on deliverables, scope, timeline, and pricing before work begins. Delivery includes a walkthrough and practical next steps.
Start with your projectABOUT
Work directly with your engineer.
I'm Osman, a senior engineer focused on dependable systems. My current work explores where modern AI earns its place: grounded retrieval, measurable evaluation, private local inference, and workflows that improve how teams build.
Available for scoped AI and backend engineering projects.