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Identifying your key strengths…

Evaluating your skill match against the job requirements…

Key Strengths

Extensive project experience in Machine Learning and Deep Learning, particularly in areas like time series prediction (Forex-Stock-Price-Prediction), computer vision (Visual-Odometry), and natural language processing (Voice Activity Detection).
Demonstrated proficiency in Python and Jupyter Notebook for data science tasks.
Experience with advanced ML concepts such as Transformers, Time Embeddings, Diffusion Networks, and Explainable AI.
Exposure to research paper implementation (Sparse-and-Imperceivable-attacks-Implementation) indicates a strong theoretical and practical understanding of ML algorithms.

Cultural & Operational Fit

Cultural 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.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Ayush Abrol

Data Scientist

https://www.opentalent.in/ayush-abrol-1

Data Scientist @ Shaadi.com | Astrochat | Award-Winning Data & GenAI Systems | Building Production AI at Scale | IIT Jodhpur

Indian Institute of Technology, Jodhpur

Mumbai, IndiaMember since June 12, 2026

https://www.opentalent.in/ayush-abrol-1

Top Skills

Jupyter NotebookC++ShellPythonMakefileHTML

Skills

Jupyter NotebookC++ShellPythonMakefileHTML

Experience

Indian Institute of Technology, Jodhpur

Data Scientist

June 12, 2026 – Present

Projects

Algorithmic-Trading-Project

May 1, 2024 – May 23, 2024

Repo for Algorithmic Trading Project

View Project

Enhancing-Voice-Activity-Detection-in-Noisy-Environments

April 29, 2024 – May 3, 2024

Enhancing Voice Activity Detection in Noisy Environments

View Project

Visual-Odometry

Fingerprint-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

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Forex-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

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Explainable-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

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Sparse-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

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Optimisation-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

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Traffic-Congestion-Estimation

May 1, 2022 – November 23, 2022

Traffic Prediction - Pattern recognition and Machine Learning CSL2050 Course project under Dr. Richa Singh

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USB-Device-Driver

April 22, 2022 – August 16, 2022

Principles of Computer Systems-2 CSL2090 Project - Linux USB Device Driver under Dr. Suchetana Chakraborty

View Project

Key Strengths

Extensive project experience in Machine Learning and Deep Learning, particularly in areas like time series prediction (Forex-Stock-Price-Prediction), computer vision (Visual-Odometry), and natural language processing (Voice Activity Detection).
Demonstrated proficiency in Python and Jupyter Notebook for data science tasks.
Experience with advanced ML concepts such as Transformers, Time Embeddings, Diffusion Networks, and Explainable AI.
Exposure to research paper implementation (Sparse-and-Imperceivable-attacks-Implementation) indicates a strong theoretical and practical understanding of ML algorithms.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit