Student @ PSG Tech, India | Machine Learning Enthusiast |
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
CurriculumUnlearning
May 3, 2026 – Present
Official repo of the paper Controlling Path Dependence in Gradient Ascent Unlearning through Forget-Set Ordering accepted in UAI 2026
View ProjectRKLU-Unlearning
April 7, 2026 – Present
Official repo of the paper RKLU: Redistributive KL Distillation for Efficient Retain-Free Machine Unlearning accepted in ESANN 2026
View ProjectFINU-Unlearning
April 1, 2026 – Present
Official repo of the paper FINU: Fisher-Informed Noise Injection for Efficient Zero-Shot Unlearning accepted in IJCNN 2026
View ProjectVarunSampath23.github.io
October 26, 2025 – Present
VarunSampath23.github.io — GitHub repository
View ProjectUnlearning-Research-Paper-Implementations
June 3, 2025 – Present
A collection of reproducible implementations of cutting-edge research papers in machine unlearning. This repository aims to provide clean, well-documented codebases for key unlearning algorithms, enabling benchmarking, experimentation, and further development in privacy-preserving AI.
View ProjectCode-for-my-blogs
April 14, 2025 – April 30, 2025
This repository contains code implementations, experiments, and supplementary materials for my technical blog posts. Topics span across Machine Learning, Deep Learning, NLP, Computer Vision, and practical Data Science workflows. Each folder corresponds to a series of blog posts, making it easier to explore and reproduce the content.
View Project3D-Segmentation-CT-Abdomen-Organs
October 24, 2024 – October 24, 2024
3D-Segmentation-CT-Abdomen-Organs — GitHub repository
View ProjectMovieRecommender-FastAPI
September 27, 2024 – September 27, 2024
MovieRecommender-FastAPI — GitHub repository
View ProjectPSG-MSc-Data-Science-Lab-Courses
September 24, 2023 – October 21, 2024
This repository contains assignements and project related to various coursework I undertook during my MSc in Data Science at PSG College Of Technology from 2020-2025.
View ProjectSentimentAnalysis-FedAvg
April 8, 2023 – April 8, 2023
Federated Learning Based Sentiment Analysis on Twitter Data using BiLSTM and CNN Architecture.
View ProjectCultural Fit Analysis
The candidate's projects are predominantly personal research-oriented, indicating a strong drive for academic and theoretical contributions in AI/ML. This aligns well with roles requiring deep technical investigation and problem-solving. However, the lack of team-based or industry-specific projects makes it difficult to assess collaboration and business-oriented cultural fit. The projects are highly relevant to a Data Scientist role, especially one focused on advanced ML research.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a strong technical focus and ability to work on complex research topics independently.