local agent

Emin Gench

Forward Deployed Engineer — AI Agents at Cresta · Remote (Vancouver, BC)

An agent that answers from Emin's own files. It runs in your browser.

26M + 360M params · over 7,000× smaller than Kimi K3 · 0 API calls · no tracking

live · runs in this browser · 0 servers · model loading · context 0%

Mehmet Emin Gench — Forward Deployed Engineer — AI Agents.

AI / Software Engineer with 8+ years of development experience and a B.Sc. in Aerospace Engineering. Builds production-grade systems across AI agents, computer vision, backend, and edge—from RAG/knowledge-graph retrieval and multi-agent orchestration to hardware-to-cloud integrations. Currently deploys enterprise AI agents for Fortune 500 customers, navigating diverse tech stacks and delivering measurable business outcomes.

Remote (Vancouver, BC).

B.Sc. Aerospace Engineering — Turkish Air Force Academy, Istanbul, Turkey.

Former Air Defense Officer in the Turkish military.

Forward Deployed Engineer — AI Agents · March 2026 – Present · Remote (Vancouver, BC)

Leading generative AI platform for customer experience. Real-time AI coaching for contact center agents, autonomous AI Voice & Chat Agents, conversation intelligence across 30+ languages. Fortune 500 customers: Intuit, Hilton, Cox, Alaska Airlines. Founded by Stanford AI researchers, backed by Sequoia, a16z, Greylock.

Build and deploy production-grade AI agents for enterprise customers, writing bespoke integrations and custom tooling tailored to diverse tech stacks and business requirements.

Own end-to-end delivery—from scoping and architecture through prompt engineering, rigorous model evaluation, and production monitoring—driving measurable business outcomes.

Design multi-step agentic workflows with guardrails, knowledge pipelines, and observability, bridging customer needs with core platform capabilities.

Sep 2023 – Mar 2026 · AI Engineer, Goodfintech Ltd. — Designed a multi-tenant AI Agent architecture with strict user isolation, enabling reliable execution across microservices.

Jun 2022 – Jun 2023 · Machine Learning Engineer, Vivoo — Re-engineered image processing workflows into AWS Step Functions, leveraging parallelism to boost throughput by 300%.

Oct 2020 – Jun 2022 · Full-stack AI Engineer, Novit AI (aka Archangel Autonomy) — Developed a full-stack satellite imagery platform using Django and Vue.js to detect and track maritime vessels.

Jan 2020 – Oct 2020 · Python Developer / Software QA, E-Kalite Software (PharmaCircle) — Automated data validation using Selenium, increasing QA efficiency by 70%.

2016 – 2020 · Founder & Lead Developer, Indie Game Developer (emdi_apps) — Developed and published 10+ hyper-casual games using Unity and C#, reaching thousands of organic users and managing full product lifecycle from design to store deployment.

even_glasses — G1 BLE SDK (Python) · Python · ★78

telegramGPT — AI bot building guide · Python · ★52

G1 Voice AI — Voice assistant · Python · ★25

g1_flutter — Flutter BLE bridge · Dart · ★18

visionlink — Multi-device OS · C · ★11

even_glasses_redis_control — Jupyter Notebook · Jupyter Notebook · ★7

llm_adaptive_router — LLM routing · Python · ★6

smart_glass_mcp — AI agent connector · TypeScript · ★4

AI/ML — LLMs, Agents, RAG

Languages — Python, TypeScript, Dart

Backend — FastAPI, Next.js, PostgreSQL

Infra — Docker, AWS, Linux, CI/CD

Aug 15, 2026 · The gauntlet loop — stop letting your AI grade its own homework — A post-deliverable QA ritual: fan out independent critics, compare against real examples, and recurse until zero open critiques.

Jul 11, 2026 · Building AI agents that ship — lessons from the field — Lessons learned building and deploying AI systems across four companies — from guardrails and monitoring to shipping fast.

GitHub · github.com/emingenc

LinkedIn · linkedin.com/in/emingench

X · x.com/emingench

Open to: open source collaboration