Hi, I’m Saiyudh
About Me
I'maskilleddeveloperpassionateaboutcreatingimmersivedigitalsolutions.WithexpertiseinmodernCloudandAItechnologies.Ibringideastolifethroughcodeandcreativity.
Python
Data analysis, automation, AI/ML workflows, Kaggle projects
SQL & BigQuery
ETL pipelines, data modeling, cloud data warehouses
JavaScript & Web Development
Frontend + backend, interactive dashboards, Three.js
SAP BW/S4HANA & ABAP
Data Flow, Data Modelling, SAP BTP
Cloud & DevOps
AWS, Azure, Docker, Kubernetes, Terraform, CI/CD automation
Visualization & Collaboration
Power BI, Tableau, Excel, Jira, Confluence
AI & Machine Learning
LangChain, LangGraph, CrewAI, PyTorch, TensorFlow, Hugging Face
Education Journey
Scroll down to explore timeline • 2013 - 2025
Städtische Volkshochschule Magdeburg
Magdeburg, Germany
German Language Courses
- B2 Berufsprachkurs: Aug 2025 – Dec 2025
- Deutsch Integration Course: A1-B1, German (B1 – Certificate) Nov 2024 – May 2025
Technische Hochschule Brandenburg, ERP4 STUDENTS
Brandenburg, Germany
SAP Training
- SAP ABAP: Introduction to ABAP. Nov 2024 – Mar 2025
- SAP BW/S4HANA: Data flow/Data Modelling und Business Objects Reporting/Lumira.
Otto Von Guericke Universität Magdeburg
Magdeburg, Germany
Master of Science in Data and Knowledge Engineering
- Thesis: Development of an Angular Javascript plugin to create and visualize metabolic data using hierarchical metabolic pathway network graphs.
- Projects: Data Analysis of Gutenberg Corpus Using Machine Learning, Feature Extraction, and NLP with BERT in TensorFlow.
North South University
Dhaka, Bangladesh
Bachelor of Science in Computer Science and Engineering
Professional Experience
Explore my journey from junior roles to impactful contributions
Junior Data Engineer @ Adastra GmbH
Magdeburg, Germany
- ETL Automation: Develop and automate Teradata and AWS ETL pipelines, including data pre- and post-processing.
- AWS Services: Build and maintain AWS cloud services. Monitor with CloudWatch and implement CI/CD pipelines using Terraform (IaC).
- Quality & Tools: Unit testing, requirements management with Jira, scheduling pipelines in BMC Control-M/SLJM, version control with GitHub/Atlassian tools.
- Use strategic thinking and strong communication to develop effective solutions in diverse teams.
Working Student Data Engineer @ Adastra GmbH
Magdeburg, Germany
- Built CI/CD setups with IONOS Kubernetes and AWS Cloud.
- Developed Python and cloud tools to monitor and automate workflows; learned basics of testing and quality assurance.
Oracle Database Administrator Engineer @ Dhaka Bank Ltd.
Dhaka, Bangladesh
- Implemented automation of SQL-based reports in Python, contributing to efficient data processing and financial decision-making.
My Work Philosophy
Clean Code
I believe in writing clean, maintainable code that solves real-world problems.
Growth Mindset
I approach challenges with curiosity and see them as opportunities to grow.
Collaboration
I value teamwork and collaboration, while taking ownership when required.
Continuous Learning
I'm committed to continuous learning and adapting to new technologies quickly.
Featured Projects
Sept 2025 – Sept 2025
Sidekick: AI-Powered Personal Co-Worker
Built an AI-powered assistant integrating LangChain, LangGraph, and Gradio to automate web searches, travel bookings, and WhatsApp notifications. Implemented a structured evaluation system using LLMs to verify success criteria for user requests and leveraged APIs such as Amadeus, Twilio, and Tavily for real-world task execution.
Aug 2025 – Aug 2025
DevOps Deployment Automation with Terraform & AWS
Implemented end-to-end DevOps automation using Terraform, AWS ECS, Docker, and CI/CD pipelines. Designed production-ready infrastructure including ALB, RDS, EFS, and CloudWatch. Established GitOps workflow with GitHub Actions/GitLab CI for zero-downtime deployments and automated testing.
May 2025 – May 2025
Real-Time Patient Flow Analytics on Azure
Developed a real-time data engineering pipeline for hospital patient flow using Azure Event Hub, Databricks (PySpark), and Synapse SQL Pool. Built a multi-layer Bronze-Silver-Gold architecture with star schema design, enabling interactive analytics dashboards in Power BI for monitoring hospital KPIs.
May 2025 – May 2025
Real-Time Stock Market Data Pipeline
Built an end-to-end real-time stock market data pipeline using Kafka for streaming, Snowflake as the data warehouse, Airflow for orchestration, and DBT for transformations. Delivered analytics-ready datasets and Power BI dashboards visualizing live stock performance and KPIs.
Jan 2024 – Jan 2025
Angular Metabolic Pathway Visualization Plugin
Developed a high-performance Angular plugin for visualizing large-scale metabolic networks using HTML-Canvas and D3.js. The tool supports multi-level biological data exploration (Molecular, Modular, Organelle) and outperforms SVG-based approaches in rendering speed and scalability. Built as part of a Master’s thesis under Prof. Dr. Gunter Saake and Prof. Dr.-Ing. Robert Heyer.
Dec 2024 – Dec 2024
Modern SQL Data Warehouse Project
Designed and built a modern SQL Server data warehouse consolidating sales data from multiple sources. Implemented Medallion Architecture with Bronze, Silver, and Gold layers, including ETL processes, data cleansing, transformations, and a star schema for business-ready analytics. Documented full data lineage and quality checks.
Certifications & Achievements
SAP BW/4HANA – Data Modeling & BusinessObjects Lumira
Technische Hochschule Brandenburg
March 2025
SAP BW/4HANA – Data Modeling & BusinessObjects Lumira
Technische Hochschule Brandenburg
March 2025
Professional qualification for operating SAP BW/4HANA systems. Topics: SAP BW/4HANA basics, Data Acquisition, Delta Management, Real-Time Data Acquisition, Layered Scalable Architecture, BW Projects, Physical Modeling in SAP HANA, SAP BusinessObjects Lumira.
SAP BW/4HANA – Dataflow & BusinessObjects Reporting
Technische Hochschule Brandenburg
March 2025
SAP BW/4HANA – Dataflow & BusinessObjects Reporting
Technische Hochschule Brandenburg
March 2025
Focus on Enterprise Data Warehousing, Dataflows, InfoProvider Administration, Query Design, SAP Crystal Reports, SAP BusinessObjects Analysis (Excel). 6 ECTS credits.
Introduction to ABAP
Technische Hochschule Brandenburg
March 2025
Introduction to ABAP
Technische Hochschule Brandenburg
March 2025
Fundamentals of ABAP: Data Types, Operators, Control Structures, Modularization, Data Dictionary, Database Access, User Interfaces, Logical Units of Work, ABAP Objects. 6 ECTS credits.
Google Data Analytics Professional Certificate
Google / Coursera
Oct 2021
Google Data Analytics Professional Certificate
Google / Coursera
Oct 2021
Fundamentals of data analytics: Data cleaning, visualization, dashboards, SQL, R, spreadsheets, and basic statistics. Real-world projects in marketing analytics, healthcare, and business decision-making. Tools used: Google Sheets, SQL, Tableau, R Programming.
AWS Cloud Practitioner (AWS-CL02)
Amazon Web Services (AWS)
March 2024
AWS Cloud Practitioner (AWS-CL02)
Amazon Web Services (AWS)
March 2024
Overview of cloud computing, AWS services (EC2, S3, Lambda), security best practices, and billing management. Hands-on labs on deploying servers, creating S3 buckets, setting up IAM policies, and basic serverless applications.
Docker, Kubernetes & AWS Deployment Bootcamp
Udemy
Aug 2025
Docker, Kubernetes & AWS Deployment Bootcamp
Udemy
Aug 2025
Completed a 25-day intensive bootcamp to build and deploy applications using Docker, Kubernetes, and AWS. Learned containerization, CI/CD pipelines, load balancing, HTTPS security, and production-ready cloud deployment strategies.
Become an LLM Engineer in Bootcamp
Ed Donner Academy
July 2025
Become an LLM Engineer in Bootcamp
Ed Donner Academy
July 2025
Mastered Generative AI and LLM engineering through 8 hands-on projects using RAG, QLoRA, and AI agents. Built real-world applications including multi-modal customer support assistants, AI knowledge-workers, AI code optimizers, and autonomous agent systems. Gained practical expertise in HuggingFace, LangChain, Gradio, and deploying production-ready AI solutions.