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).
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