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sundarram1608/README.md

🌱Vision:

“As Human Intelligence unites with Artificial Intelligence, Harness the Intelligence fusion that explodes.”
Through my personal quote, I am driven by the belief that ethical & responsible synergy between Human Intelligence and Artificial Intelligence has the potential to revolutionize the way we approach challenges and unlock new possibilities for global well-being.

🎓 About Me:

Hello, I’m Sundar Ram Subramanian, a budding Data Scientist & a ML Engineer pursuing Masters in Information Science with emphasis in Machine Learning. A formerly Young Leadership Associate in Advanced Analytics of Titan Company Limited thriving on a diverse tapestry of experiences, embodying AI/ ML, Data Science & Business Analytics, Generative AI, Prompt Engineering, Product Development, Project Management, Leadership & a commitment to giving back.

📈 My Professional Journey:

My professional journey began at Titan Company Limited, where I joined as part of their New Product Development (NPD) team, contributing to the development of over 600+ watch designs for the Sonata brand. I led product analytics enabling data based decisions at the highest level, development efforts, product certifications, managed timelines, and brought innovative products to market, resulting in a 170% growth in >2k price band portfolio. The Top Management Team recognised me as one of the top 12% of companies' young talent & transitioned me in to the Young Leadership Program, where I gained cross-functional experience, including stints in Merchandising and Data Science. I further worked with Advance Analytics team and contributed extensively towards Business Marketing & Analytics spanning from Database/ ML Model Building to LLM powered app development.

💼 What all I work on:

  • 💡Music Information Retrieval
  • 💡Natural Language Processing (Machine/ Deep Learning)
  • 💡Business Analytics & Data Visualizations
  • 💡Interactive UI Development using python

🧠 Key Skills & Expertise:

  • ✅ Music Information Retreival: Python librosa, Audio Information Processing/ Extraction/ Visualization/ Analysis
  • ✅ Machine/ Deep Learning: Natural Language Processing (Preprocessing/ classification/ fine tuning LLMs)
  • ✅ Data Science: Python, SQL, Tableau, MS Excel, Powerpoint, Word,AWS services (sagemaker, beanstalk, S3 , redshift)
  • ✅ Generative AI: Prompt Engineering for Content Generation, Natural Language Processing (Text mining, Sentiment analysis) & Image Analytics (Image annotation)
  • ✅ Business Analytics: Customer segmentation, Consumer Behaviour, Non Purchaser Analysis, Store Clustering, Trend Analytics, Community Modelling & Network expansion
  • ✅ Product Development: End-to-end Product design & development, Product Life Cycle, Project management, Stakeholder engagement
  • ✅ Leadership: Cross-functional team management, strategic decision-making, peer mentorship.

Key Projects in AI/ML:

Carnatic Raga Identification
Sentiment Analytics on Google Reviews
Natural Language Processing
Database Development & Management
Loan Default Classification - A multiple model approach
Supply Chain Analytics
Statistical Analysis
Artificial Neural Networks, Ensemble Models & Clustering
Time Series Forecasting

I have also worked on Merchandising Analytics, as a part of my stint in Titan.

🌍 Community Engagement:

I have been volunteering with Aasha Infinite Foundation since 2020, mentoring primary students to enhance spoken English skills.

🌟Also Interested in:

Indian Carnatic Music, Athletics, Football & Community Development

Pinned Loading

  1. nlp_projects nlp_projects Public

    This repository contains Semeval tasks performed successfully as a part of course work of Applied NLP during Masters in Information Science with University of Arizona

    Jupyter Notebook

  2. Google-Review-Analytics Google-Review-Analytics Public

    This repository features Leveraging Large Language Models, Sentiment Analytics (Tagging reviews, Grouping reviews based on topics, extracting relevant phrases) & app development

    Python

  3. Carnatic-Music-Raga-Identification-using-MIR-and-Deep-Learning Carnatic-Music-Raga-Identification-using-MIR-and-Deep-Learning Public

    This repository contains the codes and description of DSP techniques for Raga Feature Extraction and building of Fusion Deep Learning Models for classification.

    Jupyter Notebook

  4. supply_chain_analytics supply_chain_analytics Public

    This repository contains files used in building models for an instant noodles company, aiming to optimize supply chain quantities, analyze demand patterns across the country, and drive targeted adv…

    Jupyter Notebook

  5. classification_german_bank_default_prediction classification_german_bank_default_prediction Public

    This project aims to predict loan defaults using historical data from customers of a German bank.

    Jupyter Notebook

  6. database_ui_development database_ui_development Public

    This repository contains the code files and documentations for the final project of INFO531 that develops a custom database and builds a UI over it using Python streamlit

    Python