Siddhant Shaw

Data Scientist

https://talent.gravityer.com/siddhant-shaw

Java | Python | JavaScript | C/C++

Salesforce

Key Strengths

Experience in Python for data-related projects (glasses, face_recognition, family-tree-cli).
Exposure to deep learning frameworks (PyTorch) and pre-trained models (ResNet50) for image classification.
Understanding of visualization techniques for model predictions (saliency maps).
Current role as Data Scientist at Salesforce indicates relevant industry experience, though no details are provided.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a mix of full-stack development (Java/Spring Boot/React) and data science/machine learning projects (Python/PyTorch). While the target role is Data Scientist, a significant portion of personal projects are not directly aligned with advanced data science, suggesting a broader interest or a transition. The current role at Salesforce as a Data Scientist is a strong indicator of fit, but without details on responsibilities, it's hard to fully assess.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.

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Projects

digital-scrapbook

January 24, 2026 – Present

digital-scrapbook — GitHub repository

View Project

family-tree-cli

March 10, 2024 – March 26, 2024

family-tree-cli — GitHub repository

View Project

indiatravelphotography

June 17, 2023 – June 18, 2023

indiatravelphotography — GitHub repository

View Project

restaurant-manager

March 17, 2023 – March 17, 2023

Restaurant Manager is a full-stack application using Spring-Boot and React, with features for both customers (scanning QR code, selecting menu items, submitting orders) and admins (viewing/creating orders). Implemented Spring Security 5 for authentication, used MySQL with Hibernate, and added private/non-private routes with react-router.

View Project

restaurant-frontend

March 17, 2023 – March 17, 2023

restaurant-frontend — GitHub repository

View Project

restaurant-backend

March 17, 2023 – March 17, 2023

restaurant-backend — GitHub repository

View Project

lombok-with-spring

February 16, 2023 – February 16, 2023

A neat way to use Lombok with Spring

View Project

refactoring-to-state-pattern

August 21, 2022 – August 22, 2022

Source Code for the blog post (https://mianto.github.io/posts/refactoring-to-state-pattern/)

View Project

glasses

April 18, 2019 – May 3, 2024

Model built using pretraining restnet50 model in pytorch, from the data collected using google-images-download. Also contains visualization techniques for the prediction using saliency maps.

View Project

face_recognition

April 14, 2018 – March 30, 2020

face_recognition — GitHub repository

View Project

Key Strengths

Experience in Python for data-related projects (glasses, face_recognition, family-tree-cli).
Exposure to deep learning frameworks (PyTorch) and pre-trained models (ResNet50) for image classification.
Understanding of visualization techniques for model predictions (saliency maps).
Current role as Data Scientist at Salesforce indicates relevant industry experience, though no details are provided.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.

Siddhant Shaw

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit