• Scania January 2025 - August 2025 Master Thesis Worker Deep Learning, Cyber-Security, R&D, Python, TensorFlow, Keras, C++, AWS, Databricks • Researched and developed a generative model–based intrusion detection system (IDS) for Controller Area Networks (CAN) in vehicles, focusing on latent space disentanglement. • Achieved > 98% PR-AUC, and Macro F1-score, while reducing computational load by 72%, enabling real-time deployment on edge devices. • Research at Scania leading to an article for publication (under review). • H&M August 2024 - January 2025 Data Scientist Deep Learning, R&D, ML, Python, PyTorch, GCP, Snowflake • Contributed to the development of a model for image classification, handling a multi-modal dataset of 105K product images with 15+ attributes each (e.g., category, material, color) • Researching, implementing, and modifying vision–language transformer models such as CLIP and fine-tuning techniques involving Adapters, LoRA, and Prompt Tuning. • The National Museums of World Culture August 2022 - March 2023 Full Stack Developer Front-End, Back-End, React, Node.js, PostgresSQL, Storybook, Tailwind • Development of a Virtual Tour and Database System for the “Vanadis” exhibition, managing 100+ artifacts. • Designed and implemented a dynamic website and admin interface, enabling curators to update content in real-time and deliver an engaging, interactive visitor experience.

Samin Chowdhury

• Scania January 2025 - August 2025 Master Thesis Worker Deep Learning, Cyber-Security, R&D, Python, TensorFlow, Keras, C++, AWS, Databricks • Researched and developed a generative model–based intrusion detection system (IDS) for Controller Area Networks (CAN) in vehicles, focusing on latent space disentanglement. • Achieved > 98% PR-AUC, and Macro F1-score, while reducing computational load by 72%, enabling real-time deployment on edge devices. • Research at Scania leading to an article for publication (under review). • H&M August 2024 - January 2025 Data Scientist Deep Learning, R&D, ML, Python, PyTorch, GCP, Snowflake • Contributed to the development of a model for image classification, handling a multi-modal dataset of 105K product images with 15+ attributes each (e.g., category, material, color) • Researching, implementing, and modifying vision–language transformer models such as CLIP and fine-tuning techniques involving Adapters, LoRA, and Prompt Tuning. • The National Museums of World Culture August 2022 - March 2023 Full Stack Developer Front-End, Back-End, React, Node.js, PostgresSQL, Storybook, Tailwind • Development of a Virtual Tour and Database System for the “Vanadis” exhibition, managing 100+ artifacts. • Designed and implemented a dynamic website and admin interface, enabling curators to update content in real-time and deliver an engaging, interactive visitor experience.

Available to hire

• Scania January 2025 - August 2025
Master Thesis Worker
Deep Learning, Cyber-Security, R&D, Python, TensorFlow, Keras, C++, AWS, Databricks
• Researched and developed a generative model–based intrusion detection system (IDS)
for Controller Area Networks (CAN) in vehicles, focusing on latent space disentanglement.
• Achieved > 98% PR-AUC, and Macro F1-score, while reducing computational load by 72%,
enabling real-time deployment on edge devices.
• Research at Scania leading to an article for publication (under review).

• H&M August 2024 - January 2025
Data Scientist
Deep Learning, R&D, ML, Python, PyTorch, GCP, Snowflake
• Contributed to the development of a model for image classification, handling a
multi-modal dataset of 105K product images with 15+ attributes each (e.g., category, material, color)
• Researching, implementing, and modifying vision–language transformer models such as CLIP and fine-tuning techniques
involving Adapters, LoRA, and Prompt Tuning.

• The National Museums of World Culture August 2022 - March 2023
Full Stack Developer
Front-End, Back-End, React, Node.js, PostgresSQL, Storybook, Tailwind
• Development of a Virtual Tour and Database System for the “Vanadis” exhibition, managing 100+ artifacts.
• Designed and implemented a dynamic website and admin interface, enabling curators to update content in
real-time and deliver an engaging, interactive visitor experience.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Language

Swedish
Fluent
English
Fluent
Bengali
Intermediate
Spanish; Castilian
Beginner

Work Experience

Master Thesis Worker at Scania
August 1, 2025 - October 26, 2025
Researched and developed a generative-model–based intrusion detection system for Controller Area Networks (CAN) in vehicles, focusing on latent-space disentanglement. Achieved > 98% PR-AUC and Macro F1-score, while reducing computational load by 72%, enabling real-time deployment on edge devices. Research at Scania contributed to a publication under review.
Data Scientist at H&M
January 1, 2025 - October 26, 2025
Contributed to the development of a model for image classification, handling a multi-modal dataset of 105K product images with 15+ attributes each (e.g., category, material, color). Researched, implementing, and modifying vision–language transformer models such as CLIP and fine-tuning techniques involving Adapters, LoRA, and Prompt Tuning.
Full Stack Developer at The National Museums of World Culture
March 1, 2023 - October 26, 2025
Development of a Virtual Tour and Database System for the “Vanadis” exhibition, managing 100+ artefacts. Designed and implemented a dynamic website and admin interface, enabling curators to update content in real-time and deliver an engaging, interactive visitor experience.

Education

BSc in Computer Science and Engineering at KTH, Royal Institute of Technology
August 1, 2020 - June 1, 2023
MSc in Computer Science and Engineering with A Specialization in Data Science at KTH, Royal Institute of Technology
August 1, 2023 - September 1, 2025

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Transportation & Logistics, Manufacturing, Media & Entertainment