PhD student at @iiscleap , Indian Institute of Science (IISc)
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IISc
Data Scientist
June 19, 2026 – Present
PD-diagnosis-INSPiRE
September 23, 2025 – September 30, 2025
Data collection and articulatory diagnosis of Parkinson's disease.
View Projectmllm-uncertainty-estimation
August 28, 2025 – November 29, 2025
The repository contains implementation of uncertainty estimation methods for multimodal LLMs.
View ProjectAudio-LLM-benchmarking-uncertainty
May 19, 2025 – October 12, 2025
Official Implementation of the Interspeech, 2025 paper: Benchmarking and Confidence Evaluation of LALMs For Temporal Reasoning
View ProjectDAX
September 16, 2024 – November 26, 2025
Implementation of the paper "Gradient-free Post-hoc Explainability Using Distillation Aided Learnable Approach", accepted in IEEE Journal of Selected Topics in Signal Processing (JSTSP), 2024.
View Projectcovid19-strain-analysis
August 10, 2022 – August 10, 2022
covid19-strain-analysis — GitHub repository
View Projectcodes-in-tool-release
August 10, 2022 – August 30, 2022
codes-in-tool-release — GitHub repository
View ProjectCoswara_Covid19_detection
October 31, 2021 – August 30, 2022
This project studies the possibility of detecting covid19 from respiratory acoustics like cough, breathing and speech sounds. It uses public Coswara dataset (https://github.com/iiscleap/Coswara-Data) for the study. This repository is under modification.
View ProjectCoswara-Exp
April 17, 2020 – February 26, 2022
Repo containing Kaldi Data Prep, etc. for Project Coswara
View Projectdroneimgpro
May 16, 2017 – August 30, 2022
This is a repository for drone image processing.
View ProjectCultural Fit Analysis
The candidate's projects are heavily concentrated in academic/research-oriented data science, specifically in bio-acoustics and medical applications. While this shows deep specialization, the lack of diversity in project types (e.g., business intelligence, product analytics, large-scale data engineering) might indicate a narrower scope of experience for a general 'Data Scientist' role. The single listed current experience as 'Data Scientist' at IISc aligns with the research focus. The candidate's experience level is listed as 0, which contradicts the current full-time role, suggesting potential data inconsistency or a very recent start.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a strong focus on research and development, particularly in health-related data science. The nature of personal projects suggests self-motivation and initiative. However, without specific psychometric or English test results (scores are 0), it's difficult to assess communication clarity, logical reasoning, work attitude, stress handling, or team collaboration.