Soumo Chowdhury

Cybersecurity student · Offensive Security & Applied Machine Learning

Durgapur, West Bengal, India

@soumo_chowdhury

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🎓 B.Tech in Cybersecurity at DR. B.C. Roy Engineering College (BCREC) · Graduating 2029

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About

Cybersecurity student focused on offensive security, machine learning, and research-driven problem solving. Builds security tooling and ML prototypes, with hands-on practice in web exploitation, privilege escalation, and network fundamentals.

Education

B.Tech

B.C. Roy Engineering College (BCREC)

Cybersecurity · 2025 – 2029

Skills

<3 months

C OSINT Python Research Deep Learning Cybersecurity Neural Networks Machine Learning Penetration Testing Privilege Escalation Data Structures and Algorithms

Tools / apps / platforms

<3 months

Git FFUF Nmap Hydra Linux GitHub TryHackMe Burp Suite Kali Linux Metasploit Hack The Box

Projects

Explainable AI for Diabetic Retinopathy Detection

Python

Built an explainable-AI prototype for automated diabetic retinopathy detection and presented it in a hackathon setting with interpretable visual explanations for clinical use.
Neural Networks From Scratch in C ↗

C

Implemented a complete feedforward neural network from first principles, including a custom matrix library, backpropagation, and training loop; validated on XOR and extended toward CNNs for MNIST.
EEG/fMRI-Based Schizophrenia Classification

MNE-Python

Contributing to a multimodal deep learning research project, handling EEG preprocessing and artifact removal as part of the classification pipeline.

🏆 Achievements & awards

1st Position, Medical Panel, BCREC Smart India Hackathon Internal Round

Secured first place with an explainable-AI approach to diabetic retinopathy detection.

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