Hamze G.-Applied AI Engineer | Prototyping & Production GenAI
Check rate
Experience
CTO
Remo Lab
- Built and operate a client assistant with scoped access to Gmail, Outlook, calendars, documents and images. Own deployment and turn live failures into tests, product fixes and clearer operating policies.
Mistral Vibe Hackathon
- Built a Rust/Neo4j prototype that turns privacy-filtered coding-agent JSONL into typed execution trajectories, preserving provenance and partial runs while flagging risky or unknown variants.
RavenKYC / Remo Lab
- Designed a supervised KYC/AML document workflow for extraction, deterministic validation, missing-information detection, structured outputs, analyst review, audit events and task-specific evaluations.
CTO & Product Officer
Welcome Place
- Led product and engineering for a regulated fintech/neobank platform spanning payments, onboarding, KYC/KYB, AML/LCB-FT and internal operations; built the engineering team and translated business workflows into architecture and roadmaps.
- Delivered a GenAI-assisted KYC platform from first prototype through technical and regulatory auditor approval, with traceability, human validation and explicit AI decision boundaries in the release process.
Founder & Hands-on AI Systems Engineer
Remo Lab
- Run discovery sessions and technical demos with founders, operators and compliance teams; reduce each problem to the smallest useful workflow, then own the build and iteration.
- Implement Python/FastAPI/Pydantic and Rust/Axum services, tool adapters, Postgres state and audit models, background workflows, React/Next.js interfaces, Docker/NixOS deployments and OpenTelemetry traces.
- Build RAG and agent workflows with structured outputs, typed state, authorization, checkpoints, idempotency, fallbacks and human approval; convert production failures into regression fixtures and release gates.
Earlier Founder & Engineering Roles
AiNOV.IO / Narrator; Remotion.live
- Built conversational, content and automation products from customer discovery and rapid prototypes through architecture and delivery; worked directly across code, demos, technical decisions and customer feedback.
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Information Technology and Banking and Finance.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Information Technology, Product Development, Operations, Audit, Quality Assurance, and Strategy.
Summary
Hands-on AI and product engineer with 8+ years moving between customer discovery, prototypes and production systems. Recent work includes a multi-tool operational assistant, coding-agent execution tooling and a KYC platform for a regulated fintech. Works mainly in Python, TypeScript and Rust; keeps prototypes simple enough to change and structured enough to deploy, evaluate and debug.
Skills
- Languages & Application: Python, Rust, Typescript/Javascript, Sql; Fastapi, Pydantic, Axum, React, Next.Js, Rest Apis, Webhooks, Async Services And Background Workers
- Genai: Mistral And Openai-Compatible Apis, Gemini, Local Mlx/Ollama; Rag, Agents, Orchestration, Structured Outputs, Tool Calling, Memory, Routing And Human-In-The-Loop
- Data & Infrastructure: Postgres, Neo4j, Docker, Nixos, Ci/Cd, Cloud Deployment, Opentelemetry, Traces And Dashboards
- Evaluation & Engineering: Task-Specific Datasets, Failure Reproduction, Regression Tests, Typed State, Idempotency, Audit Events, Permissions And Recovery Paths
- Ai-Assisted Development: Codex Cli And Mistral Vibe; Rapid Generation Behind Tests, Typed Interfaces, Traceable Changes And Code Review
- Public Engineering: Rust-Llm-Observability-Guide, Rust-Ml, Category Theory Transformer Rs And Kyc-Api-Frontend-Guide
Languages
Education
Télécom Paris / Institut Polytechnique de Paris
Master · Big Data & AI · Paris, France
emlyon business school
Executive MBA · MBA · Lyon, France
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Hamze is based in Paris, France.
Hamze speaks the following languages: Persian (Native), English (Advanced), French (Advanced).
Hamze has at least 9 years of experience. During this time, Hamze has worked in at least 4 different roles and for 5 different companies. The average length of individual experience is 1 year and 5 months. Note that Hamze may not have shared all experience and actually has more experience.
Based on recent experience, Hamze would be well-suited for roles such as: CTO, CTO & Product Officer, Founder & Hands-on AI Systems Engineer.
Hamze's most recent position is CTO at Remo Lab.
In recent years, Hamze has worked for Remo Lab, Mistral Vibe Hackathon, RavenKYC / Remo Lab, Welcome Place, and AiNOV.IO / Narrator; Remotion.live.
Hamze is most experienced in industries like Information Technology and Banking and Finance.
Hamze is most experienced in business areas like Information Technology, Product Development, and Operations. Hamze also has some experience in Audit, Quality Assurance, and Strategy.
Hamze has recently worked in industries like Information Technology and Banking and Finance.
Hamze has recently worked in business areas like Information Technology, Product Development, and Operations.
Hamze holds a Master in Big Data & AI from Télécom Paris / Institut Polytechnique de Paris and a Master in MBA from emlyon business school.
Hamze will be available full-time from December 2026.
Daily rate distribution
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Average rates for similar positions
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The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 10 Sep 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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