On Lounge since Oct 2026
Berk Gokden
Member #1,135FounderL2Founder, Berk Gokden
Senior AI/ML Engineer in Amsterdam. I build and run production AI systems end to end: agents, LLM platforms, data. Founder of PrimAxiom. Ex-
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Achievements
Plugged In ×4Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 4 sources (GitHub, LinkedIn, X or a website) in Settings
Plugged In×4Featured
Shipper ×2Projects on your profile.How: Added 5 projects to their profile
Shipper×2
Pinned projects
Berk Gökden — Senior AI/ML Engineer. Living CV: AI agents, LLM platforms, fine-tuning, evaluation. https://berkgokden.com
ai-agentsai-engineercvdata-engineeringgenerative-ai
A constrained generation library for llama.cpp that prevents malformed outputs. Features include XML/JSON tag completion, multi-step reasoning support, and an ultra-simple API. Built on llama.cpp's sampler architecture for reliable token filtering.
constrained-generationcppllama-cppllmsampler
MCP server for multilingual place/location extraction (cities, countries, regions, landmarks) in 13 languages, backed by mDeBERTa/ONNX models.
ai-agents
mcpmdebertamodel-context-protocolner
Graph memory for AI agents: facts in, entities and cause->effect relations extracted with small open models, multi-hop recall with a cited chain. Library, HTTP/MCP service, LangChain, hosted at memory.primaxiom.ai
causal-reasoningembeddingsgraph-traversalknowledge-graphner
A small, portable intent classifier — frozen bge-large embeddings, a linear head, and a trained cross-encoder reranker. Few-shot, CPU, no LLM in the loop.
agent-routingcross-encoderembeddingsfew-shot-learningintent-classification
Local meeting-intelligence agent: transcribe -> structured brief (decisions, action items) -> Q&A. Library, CLI, and MCP server. Whisper + local LLM with structured output.
agentsllmmcpmeeting-intelligence
python
Stack
About
Senior AI/ML Engineer in Amsterdam. I build and run production AI systems end to end: agents, LLM platforms, data. Founder of PrimAxiom. Ex-Klarna.
Experience
AI/ML Engineer — Agentic AI · LLMs · RAG · MLOps | I build & ship production AI agents | PrimAxiom BV
Machine Learning Engineer · Booking.com
Founder & AI Systems Architect | PrimAxiom · Primaxiom Labs
AI ML Engineer · Klarna
Senior Software Engineer / Data Engineer · Booking.com
Owner and Founder · Insightfy
Senior Data Engineer · ING
Freelance Data Engineer · VodafoneZiggo
Machine Learning Engineer · DPG Media
