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Data Scientist @ Shaadi.com | Astrochat | Award-Winning Data & GenAI Systems | Building Production AI at Scale | IIT Jodhpur
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Assessing your cultural and operational fit
Indian Institute of Technology, Jodhpur
Data Scientist
June 12, 2026 – Present
Algorithmic-Trading-Project
May 1, 2024 – May 23, 2024
Repo for Algorithmic Trading Project
View ProjectEnhancing-Voice-Activity-Detection-in-Noisy-Environments
April 29, 2024 – May 3, 2024
Enhancing Voice Activity Detection in Noisy Environments
View ProjectVisual-Odometry
April 26, 2024 – April 28, 2024
Repo for CSL7360 Computer Vision Course Major Project - Visual Odometry
View ProjectFingerprint-Generation-using-DIffusion-Networks
December 8, 2023 – December 8, 2023
Generation of synthetic fingerprints using DDPM methods incorporated with Classifier Free Guidance and Exponential Moving Average
View ProjectForex-Stock-Price-Prediction-using-Transformer-and-Time-Embeddings
May 14, 2023 – September 9, 2024
This repository contains the code for the Project "Forex Stock Price Prediction using Transformers and Time Embeddings" written in Tensorflow 2.9.1
View ProjectExplainable-Customer-Churn-Prediction
May 9, 2023 – May 9, 2023
This repository contains the code for Predicting customer churn in a subscription-based business such as a telecom or an online streaming service with predictions based on explainable AI techniques. This peoject is done as a part of coursework for the course Dependable AI under Dr. Richa Singh, IIT Jodhpur
View ProjectSparse-and-Imperceivable-attacks-Implementation
February 21, 2023 – February 21, 2023
This repository is a PyTorch implementation of the Research paper "Sparse and Imperceivable Adversarial Attacks" by Francesco Croce and Matthias Hein of University of Tubingen
View ProjectOptimisation-for-Machine-Learning
January 23, 2023 – January 23, 2023
This repository contains the Labs and Assignments done as a part of coursework for the course Optimisation for Machine Learning CSL4010 under Prof. Md Abu Talhamainuddin Ansary
View ProjectTraffic-Congestion-Estimation
May 1, 2022 – November 23, 2022
Traffic Prediction - Pattern recognition and Machine Learning CSL2050 Course project under Dr. Richa Singh
View ProjectUSB-Device-Driver
April 22, 2022 – August 16, 2022
Principles of Computer Systems-2 CSL2090 Project - Linux USB Device Driver under Dr. Suchetana Chakraborty
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards academic and personal research-oriented machine learning and data science projects. While this aligns well with a Data Scientist role requiring strong analytical and modeling skills, the lack of diverse project types (e.g., production deployments, large-scale data engineering, cross-functional team projects) makes it difficult to assess broader cultural fit, especially in a fast-paced, product-driven environment. The single listed experience at an academic institution further limits the assessment of corporate cultural fit.
Soft Skills & Operational Fit
The candidate's project descriptions are concise, indicating a direct communication style. The focus on academic and personal projects suggests a self-driven individual with a strong interest in research and practical application of ML concepts. However, without psychometric or English test results, a comprehensive assessment of soft skills, stress handling, and team collaboration is not possible.