Data Scientist, Software Developer, and AI Enthusiast.

I'm Seran Shanmugathas, a data scientist based in Oslo, Norway. Currently working at FSN Capital Partners, I specialize in alternative data analysis, machine learning, and building scalable data-driven solutions for investment decisions.

Work Experience

  1. Company
    FSN Capital Partners
    Role
    Data Scientist
    Date
  2. Company
    Junior Consulting
    Role
    Tech Consultant → Partner
    Date
  3. Company
    NTNU
    Role
    Teaching Assistant
    Date
  4. Company
    Eliot
    Role
    Machine Learning Intern
    Date
  5. Company
    Vext Consulting
    Role
    Co-Founder | Consultant
    Date
  6. Company
    Deloitte
    Role
    AI & Data | Management Consultant Intern
    Date
  7. Company
    Enode
    Role
    Software Engineer Intern
    Date
  8. Company
    Askeladden & Co
    Role
    Developer Intern
    Date

Featured Projects

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Neural Network Compression

Deep learning model optimization using pruning and quantization techniques for edge deployment.

PyTorchTensorFlowOptimization

Stock Trading Bot

Algorithmic trading system using reinforcement learning for automated portfolio management.

PythonRLFinance

Graph Neural Networks

Research implementation of GNN architectures for molecular property prediction.

PyTorch GeometricResearchML

Sentence Classification

NLP pipeline for multi-label text classification using transformer models.

TransformersNLPHuggingFace

Latest Article

Education

  1. School
    Norwegian University of Science and Technology
    Degree
    M.Sc. Computer Science
    Date
  2. School
    Sapienza Università di Roma
    Degree
    Exchange, M.Sc. Artificial Intelligence
    Date

Extracurricular Activities

  1. Organization
    ANSA
    Role
    Board Member / Head of Finance
    Date
  2. Organization
    NTNUI
    Role
    Booking Manager
    Date
  3. Organization
    NTNUI F
    Role
    Deputy Head
    Date
  4. Organization
    TRVS kodeklubb
    Role
    Facilitator
    Date