Portfolio Blog

Soham Banerjee

About Me

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I'm a passionate tech professional with skills in Application Security, Machine Learning, and Generative AI. Experienced in developing AI solutions, secure applications, and data-driven projects. Passionate about optimizing systems and creating innovative tech solutions.

Recent Projects

GreenRoots

AI Model for Mapping Mangrove Depletion & Planting Prediction

Award Winning 🏆Google Earth EngineNDVI MappingRandom Forest
View Project

DocuChat

GenAI Multi-PDF Query Solver, with RAG implementation

GEN AIRAGFAISSLangchainHuggingFacePinecone Database
View Project

Windows Pwner

Metasploit Payload to take control of any windows machine

CyberSecurityMetaspoiltSocial Engineering
View Project

Currently Reading

Work-related Reading

  • Clean Code by Robert C. Martin
  • Design Patterns by Erich Gamma et al.
  • Practical Malware Analysis by Andrew Honig

Leisure Reading

  • Interpretation of Dreams by Sigmund Freud
  • The Ride of a Lifetime by Robert Iger
  • Illusions by Richard Bach

Blog Posts

Log4Shell Analysis

Published on December 12, 2024

The discovery of Log4Shell in December 2021 sent shockwaves through the cybersecurity landscape. This vulnerability left countless systems exposed to exploitation...

USB Fragmentation

Published on Dec 26, 2024

You plugged in a USB drive only to see several disk drives pop up in the Windows File Explorer. This can’t be fixed by simply reformatting...

Resume

Contact Information

sohambanerjee762@gmail.com
+91 9874014180
Kolkata, West Bengal, India

Work Experience

Threat Research Intern, Vehere

October 2024 - Present

  • Developed correlation rules to identify emerging threats and vulnerabilities.
  • Created a comprehensive library of 100+ malware PCAPs.
  • Authored threat research blogs and led competitive analysis studies

Education

Masters in Computer Application (MCA)

Vellore Institute of Technology (VIT), Vellore, Class of '25


Bachelor in Computer Application (BCA)

The Heritage Academy(THA), Kolkata, Class of '23

Skills

  • CyberSecurity (WireShark, PCAP Analysis)
  • Machine Learning (TensorFlow, Keras, OpenCV, ResNet)
  • Python
  • Bash Scripting
  • SQL and NoSQL databases