Sidharth Giri

Data Scientist

https://talent.gravityer.com/sidharth-giri

Undergraduate Researcher @ Information Extraction and Retrieval Lab, IIIT Hyderabad

Hyderabad, Telangana, India

Key Strengths

Demonstrated proficiency in Python and Jupyter Notebook for data-related projects.
Experience with various machine learning and data processing tasks, including Grad-CAM and audio prediction.
Exposure to full-stack development (MERN stack) and system programming (C++ shell).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards personal projects, including a social impact project (Minerva). This indicates initiative and a potential for contributing to diverse team environments. However, the projects are predominantly academic or personal, and there is no explicit work experience or team collaboration mentioned, making a full assessment of cultural fit challenging. The target role is Data Scientist, and while many projects align, the breadth of technologies outside core data science (e.g., C++, Ruby, MERN stack) suggests a broad interest rather than deep specialization, which could be a fit for dynamic environments but might require focus for a specific role.

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

Coup-Agent

July 3, 2024 – July 5, 2024

LLM based agent for coup

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MMT-ViralSongSegments

April 17, 2023 – April 21, 2023

Repositoty for MMT project, Monsoon 2023

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visually-indicated-sounds

March 27, 2023 – April 25, 2023

Predicting audio from accompanying video snippets

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Reservation-System-Starter

February 8, 2023 – March 13, 2024

Starter code for reservation system used for refactoring task in the course of Software Enginerring, Spring 2023.

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cs6401_se_2023

December 5, 2022 – February 14, 2024

This is the repository for the course website of CS6.401 Software Engineering course offered at IIIT H

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IndicWiki_Food_Supplements

May 14, 2022 – May 14, 2022

Collected data, processing, translating and templating code for food documents. Created for IndicWiki Project, IREL @ IIIT Hyderabad

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Grad-CAM

April 15, 2022 – May 3, 2022

A pytorch implementation of GradCAM

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Minerva

May 28, 2021 – June 26, 2021

A discord bot which looks for depressive behavior in the server chats, and try to help a potentially serious case with a voice conversation styled question/answer session by providing links to relevant resources and helplines.

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SASH

January 30, 2021 – January 30, 2021

A custom shell made using UNIX syscalls

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DevSpace

January 14, 2021 – October 9, 2022

A Job portal website built to handle the needs of both the recruiter as well as the applicants. Implemented using the MERN stack and React's Context API and Hooks

View Project

Key Strengths

Demonstrated proficiency in Python and Jupyter Notebook for data-related projects.
Experience with various machine learning and data processing tasks, including Grad-CAM and audio prediction.
Exposure to full-stack development (MERN stack) and system programming (C++ shell).

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.

Sidharth Giri

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit