Raghavan Balanathan

Data Scientist

https://talent.gravityer.com/raghavan-balanathan

Code till it exhausts!

Chennai, Tamil Nadu, India

Key Strengths

Demonstrated experience with various machine learning models (Transformer, LLM, LexRank, TextRank, VADER, LR, KNN, DT, RF, MLP, Boosting).
Proficiency in Python and Jupyter Notebook for data science and machine learning tasks.
Experience in image classification and segmentation, indicating strong computer vision skills.
Exposure to advanced topics like Quantum Machine Learning and compiler design (YA-Python-Compiler).
Familiarity with MLOps related tools like Torch Serve and Dockerfile.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards individual technical challenges and personal projects. While diverse in technical scope, there is no information on collaborative projects or team-based contributions, making it difficult to assess cultural fit for a team-oriented environment. The projects align well with a Data Scientist role, demonstrating initiative and a passion for the field.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

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Assessing your cultural and operational fit

Projects

image-segmentation

April 1, 2025 – July 2, 2025

image-segmentation — GitHub repository

View Project

SLURM-scripts

February 4, 2025 – February 5, 2025

SLURM-scripts — GitHub repository

View Project

Quantum_MachineLearning

May 3, 2024 – August 14, 2024

Quantum_MachineLearning — GitHub repository

View Project

YA-Python-Compiler

May 2, 2024 – September 4, 2024

Yet Another Python Compiler

View Project

ARShopify

November 19, 2023 – April 9, 2024

Online Shopping Application which uses Augmented Reality(AR) for product trials, thus completely changing shopping experiences.

View Project

AIML-Project

November 18, 2023 – November 22, 2023

AIML-Project — GitHub repository

View Project

Airline-Recommendation-Sentiment-Analysis-VADER

September 16, 2023 – September 17, 2023

Integrated VADER, a sentiment analyzer to get compound scores of reviews along with machine learning models like LR, KNN, DT, RF, MLP, Boosting algorithm for airline recommendation

View Project

Image-Classification

July 30, 2023 – July 30, 2023

Developed a Transformer-based model using ViT that can accurately classify natural scene images into one of the six predefined categories: buildings, forest, glacier, mountain, sea, and street

View Project

Collison-Detection-using-Quad-Tree

April 16, 2023 – April 24, 2023

ADSA Project

View Project

SummarizeIQ

January 30, 2023 – October 8, 2024

This project integrates T5 like LLM summarization models with Torch Serve, enhanced by extractive methods like LexRank and TextRank. It also includes keyword generation and implements query-based content filtering using cosine similarity, offering a comprehensive solution for article summarization and analysis.

View Project

Key Strengths

Demonstrated experience with various machine learning models (Transformer, LLM, LexRank, TextRank, VADER, LR, KNN, DT, RF, MLP, Boosting).
Proficiency in Python and Jupyter Notebook for data science and machine learning tasks.
Experience in image classification and segmentation, indicating strong computer vision skills.
Exposure to advanced topics like Quantum Machine Learning and compiler design (YA-Python-Compiler).
Familiarity with MLOps related tools like Torch Serve and Dockerfile.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

Raghavan Balanathan

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit