Ayush Daksh

Data Scientist

https://talent.gravityer.com/ayush-daksh

IIT Kharagpur | Mathematics & Computing | 3rd Year | NLP | UG Researcher

Meerut, Uttar Pradesh, India

Key Strengths

Demonstrated interest in Machine Learning and Natural Language Processing through personal projects like 'Neural-Machine-Translation' and 'GCN_research'.
Experience with Python and Jupyter Notebook, essential tools for Data Scientists.
Exposure to advanced ML concepts such as Seq2Seq with Attention, Beam Search, and Graph Convolutional Networks.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily personal and research-oriented, indicating a strong drive for self-learning and exploration in data science domains. However, the lack of team-based projects or professional experience makes it difficult to assess collaboration and broader cultural fit within an organizational setting. The project diversity is good within the ML/NLP domain, but lacks breadth in other data science areas like data engineering, MLOps, or business intelligence.

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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Projects

Pair-Trading-Using-SVM

August 24, 2023 – October 11, 2023

This project implements a high frequency trading strategy that utilizes Support Vector Machines to capture statistical arbitrage in the pricing of Class A and Class C Google stocks.

View Project

SaCTI-Sanskrit-Compound-Type-Identification

July 9, 2022 – July 9, 2022

SaCTI-Sanskrit-Compound-Type-Identification — GitHub repository

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BOOKS

May 1, 2022 – May 1, 2022

some good books in algorithms and NLP

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Speech_Resources

May 1, 2022 – May 1, 2022

Some good research papers on machine and speech translation

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ANT_LAB

May 1, 2022 – May 1, 2022

codes and questions of ANT LAB

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CMST

January 10, 2022 – October 12, 2022

Prabhupadavani: A Code-mixed Speech Translation Data for 25 languages

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Neural-Machine-Translation

July 21, 2021 – November 1, 2021

Attention in Seq2Seq with Teacher Forcing and Beam Search Decoding

View Project

NodeClassificationText

July 12, 2021 – July 12, 2021

Using Graph Convolutional Networks for text

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GCN_research

July 9, 2021 – November 1, 2021

Question Tag Retrieval Model using Graph Convolution Network

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the-game-of-chances

December 16, 2019 – December 26, 2019

A web based gaming casino platform.

View Project

Key Strengths

Demonstrated interest in Machine Learning and Natural Language Processing through personal projects like 'Neural-Machine-Translation' and 'GCN_research'.
Experience with Python and Jupyter Notebook, essential tools for Data Scientists.
Exposure to advanced ML concepts such as Seq2Seq with Attention, Beam Search, and Graph Convolutional Networks.

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.

Ayush Daksh

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit