AI Product Engineer

I build.
Others
just talk about it.

From zero to production. AI systems, dev tools, and data platforms, shipped, not pitched.

5+ years turning complex problems into products people actually use.

See What I BuiltOpen to Work
ABOUT

Self-taught.
Obsessed with shipping.

I don't do concept phases. Problem in, product out, short cycles. Dev tools, AI infrastructure, data systems, built to sell, not to demo.

Ship first. Polish in production.

STACK

Technology I
actually use.

EXPERIENCE

5+ years.
Production-grade.

2020 · Present

AI Product Engineer

Independent

Multiple production systems designed and shipped end-to-end. LLM-powered agents, document processors, and prompt pipelines, all running with real users, real load, real constraints.

Real Impact
▸p95 latency: 1.8s → 680ms via query batching + Redis cache
▸LLM costs cut 40% with intelligent model routing
▸60% of manual workflows eliminated via AI pipeline automation
▸99.5%+ uptime across every production environment
PROOF

Numbers don't lie.

Real metrics from real production systems.

Latency
1.8s p95680ms avg response time (AI pipelines)

Query batching + Redis cache

LLM Cost
GPT-4 only40% less

Model routing: agile models for speed, robust models for accuracy

Manual Work
Manual ops60% cut

AI pipeline automation across workflows

Products
Side projectsUsed in production systems

Active projects, heavily adopted by open-source communities

PRODUCTS

What I shipped
that actually runs.

One product in development. Five tools open-sourced.

FlipperZ
RESEARCH AGENT · COMING SOON

FlipperZ

Research-to-document agent. Turns a question into a professional deliverable where every claim is verifiable down to the statement level.

Next.js · TypeScriptComing Soon
LicensePulse
DEV TOOLS · OSS INTELLIGENCE · OPEN SOURCE

LicensePulse

OSS license watchdog. Monitors your dependencies and alerts you when a license changes, before it becomes your legal problem.

Node.js · DockerView repo
LeadStrike
DATA · REVENUE INTELLIGENCE · OPEN SOURCE

LeadStrike

B2B prospecting engine. Finds companies with high reputation but weak digital presence and delivers the lead ready to close.

Node.jsView repo
Promptinel
AI INFRA · LLM OBSERVABILITY · OPEN SOURCE

Promptinel

Drift monitor for LLM pipelines. Catches silent behavior changes in your prompts before your users do.

TypeScript · Node.jsView repo
PublishCanary
DEV TOOLS · NPM SECURITY · OPEN SOURCE

PublishCanary

Scans your npm tarball before publish. Blocks secrets, source maps, and internal files before they go public.

Node.js · npmView repo
AI ENGINEERING

LLMs are not hype.
They are infra.

RAG pipelines, multi-model routing, memory layers. Not demos. Production systems handling real latency, real token limits, real users.
Less wrapper. More infra.

inference_pipeline.rs

Conversational Agents

Proprietary · Open Weights

Document Processing

Automated extraction + structuring

RAG Pipelines

Embeddings + vector search

Prompt Engineering

Structured pipelines

On-Device Inference

TFLite · ONNX -70% Cost

LLM Orchestration

Multi-step LangChain

Need something
that actually ships?

If it needs to run in production, let's talk.Let's build
GitHubLinkedIn
Available for projects · 2026