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Amin Dorostanian
Senior Machine Learning Engineer
Founder of Neuroship AI

Information

Location
Lienden, The Netherlands
Experience
12+ years
Notice Period (availability)
One month
Relocation
No

Tech Stack

Python Kubernetes Spark Kafka Java Kotlin Rust Svelte CI/CD

About me

As a Machine Learning Engineer, I specialize in developing efficient solutions, from initial prototyping to production deployment. My approach focuses on creating products driven by clear objectives, skillfully balancing immediate successes with strategic, long-term goals. I am committed to continuous learning, constantly seeking to expand my knowledge. My passion for Artificial General Intelligence (AGI) research and exploring deep philosophical queries is well-known among my close associates.

Experience

Senior Data/ML Engineer
MN Asset Management
The Hague
Contract
August 2022 – Present

Dealing with multiple financial data sources I built data solutions on top of Kubernetes, Spark and AWS cloud to enable data scientists. I also helped building applications that makes operating and maintaining data store solutions easier for business teams.

Senior Machine Learning Engineer
ABN AMRO
Amsterdam
Full time
May 2022 – Aug 2022

I helped building ML platform for data scientists to bring their models to production Kafka, Azure Cloud Managed Services, Databricks, Airflow and Kubernetes.

Senior Data Engineer
Bitvavo
Amsterdam
Full time
Nov 2021 – March 2022

Worked on Big data solutions for Dutch crypto Spot exchange in order to give them insights regarding their customers. Laying the foundation of their data pipelines. Handling Capture Data Change (CDC) data ingesion and publishing it to Kafka.

Senior Data Engineer
Deribit
Amsterdam
Full time
March 2021 – March 2022

Worked on Big data solutions for Dutch crypto Spot exchange in order to give them insights regarding their customers. Laying the foundation of their data pipelines. Handling Capture Data Change (CDC) data ingesion and publishing it to Kafka.

Senior ML Engineer
Fourkind (acquired by Thoughtworks)
Amsterdam
Full time
Sep 2020 – April 2021

Working in various domains to carry out projects using Gaussian Mixture Models and Bayesian Optimziation

  • • Recipe optimization for Trident gum with a project carried out for Mondelez
  • • Involved around all aspects of the life-cycle of the ML projects from modeling to engineering challanges
  • • Making business impact by leveraging AI tech
  • • Azure Tools, MLOps, Python, Kubernete

Senior Software Engineer
KLM Dutch Royal Airlines
Amsterdam
Full time
Sep 2019 – Sep 2020

Working on Ground Staff Tasks Optimization Tools.

  • • Leading software product together with engineering team and Operation Research Consultants
  • • Mixed Integer Programming
  • • Using Kafka, HDFS, Spark over Python and Scala to build applications for planners to allocate tasks for the workers on the airport.
  • • Working closely with BCG Consultants on implementing innovative optimizers for Airline Operations.

Senior Software Engineer
bol
Utrecht
Full time
May 2017 – Sep 2019

Working on Intent Recognition for customers questions and conversation analysis.

  • • Using NLP to comprehend and answer questions in an efficient way to help our customers.
  • • From prototyping in Python and benchmarking to bringing to production and serving a webservice on Kubernetes
  • • Java, Spring Boot, Kotlin, GKE, BigQuery, ElasticSearch

Machine Learning Engineer
Watty
Stockholm
Full time
May 2016 – October 2016

Solving NILM and disaggregation problems using ML. Python; CNNs.

Education

Master in Computer Science
Ozyegin University
Istanbul, Turkiye
2014 - 2016
Bachelor in Eleectrical Engineering
Tabriz University
Tabriz, Iran
2008 - 2013