Self-motivated and innovative Machine Learning (AI) Engineer/Researcher/Consultant with a proven track record in machine learning, software engineering and management.
I am open to international remote work opportunities to solve real-world machine learning problems and tackle all of the challenges in the requirements gathering, data collection, model development, deployment, monitoring, and automation phases. I am based in Istanbul, Turkey.
Machine learning: PyTorch, TensorFlow, scikit-learn, Vowpal Wabbit, CUDA, MLOps, Deep Learning, Discriminative & Generative Models, Variational Autoencoders, Generative Adversarial Networks, Image & Audio & Speech & Music Processing, Recommendation Systems, Bayesian Methods, Non-negative Matrix Factorization, Source Separation, Anomaly Detection, Fraud Detection
Data science: Python, Jupyter, Spark, Pandas, NumPy, SciPy, Matplotlib, Seaborn
Web technologies: Spring MVC, Thymeleaf, JSP, JSF/PrimeFaces, Django, Flask, HTML5/CSS/JS, Bootstrap, jQuery, Angular, React, Grunt, Bower, Selenium
Java ecosystem: JVM internals & tuning, thread dump & heap dump analysis, VisualVM, Maven, Spring Framework, Spring Boot, Hibernate, JAX-RS/Jersey, AspectJ, JUnit
Hadoop ecosystem: Cloudera, HDFS, MapReduce, Hive, Impala, Spark, Flink, Flume, Kafka, Hue, Schema Registry, Parquet, Avro
Data stores & message brokers: MySQL, Vertica, SQLite, Cassandra, MongoDB, Elasticsearch, Redis, Memcached, ZooKeeper, Hazelcast, Kafka, ActiveMQ
System administration: Debian, Linux internals, scripting with Bash & Python/Ansible, Prometheus, Grafana, web & application servers, load balancers, firewalls, NAS appliances, ZFS, tcpdump/Wireshark, virtualization, Kubernetes, Google Cloud Platform (GCP), Amazon Web Services (AWS)
DevOps concepts: Continuous Integration/Delivery, Microservices, Infrastructure as Code, Monitoring & Observability
I worked at sahibinden.com for 10 years. It is an online platform for classified ads (like craigslist) and shopping (like eBay). It was the most visited Turkish website and mobile app in the world. The website has a global rank of #159 on Similarweb. I left the company to complete my PhD.
I worked at three startups as a part-time software developer for a total of 2 years while I was an undergraduate.
For a full publication list, please see my Google Scholar profile.