Istiyak H. Siddiquee

Angestellt, Backend and Machine Learning Engineer, Universitätsklinikum Magdeburg

Magdeburg, Deutschland

Über mich

A curious individual with an insatiable appetite for novel technologies. Love to experiment and learn new things. Because of my varied experiences, I am capable of working in the entire data science pipeline - from data acquisition to model monitoring including model development, software platform development, etc. Please visit my GitHub where I have demonstrated the aforementioned claim with my MagnumOpus (https://github.com/istiyaksiddiquee/MagnumOpus).

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 3 Jahre und 5 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 4 Jahre und 8 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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