Machine learning engineer with extensive experience in developing performant ML systems. Worked in recommendation and search teams, contributed to optimizing content discovery, building MLOps infrastructure, and formulation of novel features and recommenders. I also have experience in search ranking optimization with machine learning (learning to rank) and experiments testing core hypotheses.
Well-versed in EDA tools such as Jupyter, pandas, and AWS Sagemaker, and ML libraries such as scikit-learn, H2O.ai, and LightGBM. I am also familiar with big data and MLOps tools, DBs, and infrastructure such as Pinball, Airflow, Hive, Presto, Spark, and PMML. Done backend development with Python (Django) to implement recommendation units and APIs.
Co-founded a startup working on social media analytics. Full-stack work to set up the startup including backend with Java, NLP and text processing with Python and frontend with Angular.
๐ Nationality | ๐น๐ท Turkey |
๐ก Residency | ๐น๐ท Turkey |
๐ Location | ๐น๐ท Turkey |
Remote OK | rok.co/@faraday |
Telegram | mldevc |
GitHub | faraday |
https://www.linkedin.com/in/cagataycalli/ | |
Skilled in | artificial intelligence machine learning spark hive kafka h2o recommender systems personalization search nlp scikit learn sklearn pandas lightgbm android python django fastapi |
Fluent in | englishturkish |
Preferred annual pay (min) | $200,000/year |
Preferred hourly pay (min) | $110/hour |
Last seen | 1 year ago |
Signed up | 1 year ago |
Badges |
๐จโ๐ป Remote worker ๐ Early adopter |
2015 - 2022: senior staff software engineer @ udemy
2012 - 2015: co-founder @ etkitakip.com
2012 - 2013: android developer (contract) @ duckduckgo
2011 - 2012: software engineer @ corvitro