RAMYA LAKSHMI KUPPA SUNDARARAJAN

Data Scientist | AI/ML Engineer

Github | LinkedIn

About

Highly motivated and results-oriented Data Scientist and AI/ML Engineer with a strong foundation in machine learning, natural language processing, and cloud platforms. Proven ability to develop and deploy innovative AI-driven solutions, optimize complex systems, and extract actionable insights from data. Adept at leveraging advanced algorithms and generative AI tools to drive efficiency and enhance user experience. Eager to apply expertise in real-world challenges and contribute to cutting-edge projects.

Work Experience

Junior Engineer

Vernekar Associates Pvt Ltd.

Jan 2023 - Nov 2023

As a Junior Engineer, contributed to architectural design processes by integrating advanced AI tools and developing a web application for real-time analysis, significantly improving efficiency and client satisfaction.

  • Spearheaded the integration of generative AI tools (Interior AI, makeit.ai) into design workflows, achieving a 50% reduction in project timelines and accelerating delivery of client-tailored interior designs.
  • Collaborated on the development of Lumina Sync, a web application leveraging AdaBoost, Linear Regression, LSTM, and GRU models for real-time sunlight analysis; this innovation led to significant energy savings and high client satisfaction, earning the 'Best New Product of the Year' award.

Education

Applied Data Science

University of Florida

3.94

Aug 2024 - Apr 2026

Architecture

Thiagarajar College of Engineering, Affiliated to Anna University

Aug 2017 - Apr 2022

Certificates

Data or Specimens only Research (CITI program)

CITI Program

Mar 2025

AI in Health education & Health promotion

Unspecified

Dec 2024

The Data Science Course: Complete Data Science Bootcamp 2024

Udemy

Dec 2024

Complete Python Web Course - Create Websites using Flask!

Udemy

Dec 2024

Google Generative AI intensive course

Google

Nov 2024

Nvidia - Fundamentals of Deep Learning

Nvidia

Nov 2024

Projects

LLM Driven Bulls and Cows Gamebot

Sep 2024 - May 2025

Created and publicly hosted an interactive Streamlit chatbot game integrating advanced LLMs to enhance user experience and strategic decision-making.

Predictive Game Intelligence

Sep 2024 - May 2025

Developed and integrated a multi-class classification model for Tic-Tac-Toe, enabling AI to predict optimal moves and enhance strategic gameplay.

Virtual Bioprinting Lab Backend Development

Sep 2024 - May 2025

Developed robust backend services for a virtual bioprinting simulation and integrated Large Language Models (LLMs) to enhance user learning and provide intelligent insights.

Predictive Model for Stroke Risk in Rural Populations

Sep 2024 - May 2025

Engineered and validated machine learning models to predict stroke risk, focusing on rural populations and addressing data imbalances for actionable insights.

Movie Expert Chatbot (RAG-based)

Sep 2024 - May 2025

Developed a Retrieval-Augmented Generation (RAG) chatbot leveraging a custom IMDb knowledge graph to provide accurate and contextually rich movie-related queries.

Awards

Best New Product of the Year Award

Vernekar Associates Pvt Ltd

Oct 2023

Recognized for significant contribution to the development of Lumina Sync, a web application that earned 'Best New Product of the Year' for its innovative real-time sunlight analysis capabilities and impact on energy savings and client satisfaction.

Best Research Project Award

Thiagarajar College of Engineering

Apr 2022

Awarded for exceptional research project during Bachelor's studies, demonstrating strong analytical and problem-solving skills and contributing to academic excellence.

Languages

English (Fluent)

Skills

Programming Languages

  • Python
  • Bash Scripting

Machine Learning & AI

  • Generative AI
  • Machine Learning (Supervised & Unsupervised)
  • Large Language Models (LLMs)
  • Natural Language Processing (NLP)
  • Predictive Modeling
  • Clustering & Classification
  • Deep Learning
  • Random Forest
  • XGBoost
  • SVM
  • KNN
  • AdaBoost
  • Linear Regression
  • LSTM
  • GRU
  • Scikit-Learn
  • TensorFlow
  • PyTorch
  • OpenCV
  • H2O.ai
  • Transformers
  • Gemini Flash models & APIs
  • Knowledge Graph
  • Text & Graph analysis

Data Analysis & Visualization

  • Data Wrangling
  • Data Visualization
  • Matplotlib
  • Seaborn
  • Plotly
  • EDA
  • Data Modelling
  • Data Exploration

Cloud & DevOps

  • Google Cloud Platform (GCP)
  • Google Cloud AI/ML Services
  • Google Cloud Storage
  • Cloud Functions & Deployment
  • Docker
  • Git
  • GitHub
  • Linux/Unix Commands

Web Development & Frameworks

  • React JS
  • Flask
  • Django
  • Streamlit
  • IMDb API

Databases & Data Tools

  • PostgreSQL
  • MongoDB
  • pandas
  • NumPy
  • ETL Pipelines

Tools & Methodologies

  • Prompt Engineering
  • LangChain
  • Agile Methodologies
  • IDEs (VS Code, PyCharm)
  • Microsoft Office (Word, Excel, PowerPoint)
  • Google Colab
  • Jupyter Notebook