Istiyak H. Siddiquee

Angestellt, Backend and Machine Learning Engineer, Universitätsklinikum Magdeburg
Magdeburg, Deutschland

Fähigkeiten und Kenntnisse

Python
Docker
Kubernetes
Apache Kafka
ML
MongoDB
PostgreSQL
Java
Golang
Apache Flink
DevOps
Linux
TypeScript
Backend
Node.js
Jenkins
Microservices
GitLab
Full-stack development

Werdegang

Berufserfahrung von Istiyak H. Siddiquee

  • Bis heute 4 Jahre und 7 Monate, seit Jan. 2021

    Backend and Machine Learning Engineer

    Universitätsklinikum Magdeburg

    • Backend: re-designed an existing server and created a microservice-based one with NestJS, MongoDB, Docker, Nginx, Minio, and RedisDB. • DevOps: Developed GitHub Runner-baed CI/CD pipeline, Grafana, Prometheus-based observability application, and ELK-based centralized logging platform. • ML Deployment: developed a FastAPI, MinIO, MongoDB application for online predictions. Created a PoC with EvidentlyAI, Grafana, and Prometheus for monitoring Data-Drift and deployed ML-models' performance.

  • 1 Jahr und 1 Monat, März 2017 - März 2018

    Backend Developer

    Orion Informatics Ltd.

    In this position, I was part of two projects. Initially, I was hired to do R&D on Docker and Kubernetes. I tested both on-prem and hosted solutions to figure out which one would be more suitable for our needs. I have also developed a CI/CD pipeline with Jenkins' Pipeline as a Code feature. Then I was assigned to the core team to work as a backend developer for ProxyVoting - a voting solution on BlockChain, built with NodeJS, Java, Kafka, etc.

  • 2 Jahre und 5 Monate, Nov. 2014 - März 2017

    Backend Developer

    BizMotion Ltd.

    BizMotion focuses on automating the day-to-day activities of pharmaceutical industries. As a backend developer, I was tasked to develop the backend of the system that was made with Java (Spring), Hibernate, and PostgreSQL. I have acquired an in-depth understanding of how to build a layered, modular system following industry best-practices.

Ausbildung von Istiyak H. Siddiquee

  • Bis heute 5 Jahre und 10 Monate, seit Okt. 2019

    Data and Knowledge Engineering (Data Science)

    Otto-von-Guericke-Universität Magdeburg

    OvGU's Data and Knowledge Engineering prepares its pupils with the essential skills in researching and developing novel ML-based solutions for solving real-world problems. I have acquired theoretical knowledge about machine learning, information retrieval, stream processing, etc. and attended numerous seminars and projects to hone my practical skills as well.

  • 4 Jahre und 10 Monate, Feb. 2010 - Nov. 2014

    Computer Science and Engineering

    Shahjalal University of Science and Technology

    A 4-year bachelor's degree in computer science from one of the most reputed universities in Bangladesh. This degree of mine has an Anerkennung certificate from ZAB Bonn.

Sprachen

  • Deutsch

    Gut

  • Bangla

    Muttersprache

  • Englisch

    Fließend

  • Hindi

    Fließend

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