Maruf Aytekin
Principal Machine Learning Engineer at Walmart Global Tech
New York, New York, United States
Summary
🤩
Rockstar🎓
Top SchoolMaruf Aytekin is a Principal Machine Learning Engineer based in New York with a decade of experience building production-grade AI and distributed systems at scale. He leads development of LLM-based agents, RAG pipelines and LLMOps platforms—combining practical ML research with engineering rigor to deliver reliable, monitored AI services. At Walmart Global Tech he has driven end-to-end designs from real-time anomaly detection and centralized ML orchestration to high-throughput feature pipelines and conversational guardrails. Comfortable across Python, Go and cloud-native tooling, he pairs deep model work (sentence transformers, BERT) with systems engineering (Kafka, Kubernetes, Milvus, Neo4j). His background includes scalable performance testing, open-source streaming libraries and a PhD research thread in large-scale recommendation algorithms, reflecting a rare mix of research, ops and product focus. Colleagues rely on him for turning cutting-edge ML ideas into safe, observable, enterprise-ready systems.
11 years of coding experience
13 years of employment as a software developer
BS Industrial Engineering, BS Industrial Engineering at Anadolu UniversityMS Computer Science, MS Computer Science at Brooklyn College
English
Stackoverflow
1reputation
705reached
0answers
1question
Github Skills (81)
python10
pydantic10
agentic-ai10
chatgpt10
agent-framework10
generative-ai10
ai10
gemini10
typescript10
ycombinator10
genai10
evaluation10
langchain10
agentic10
open-source10
Programming languages (12)
Github contributions (5)
marufaytekin/gatling-grafana-influxdb
Jan 2019 - Feb 2022
Gatling real time monitoring with Grafana, InfluxDB and Graphite.
Contributions:1 PR, 3 pushes, 3 branches in 3 years
gatlinggrafanainfluxdbmonitoring
marufaytekin/Solutions
Jan 2017 - Feb 2022
Contributions:5 pushes, 2 branches in 5 years 1 month
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