Ritobrata Ghosh

Data Scientist

https://www.opentalent.in/ritobrata-ghosh-1

Deep Learning | Programming | Math

ritoLAB

Key Strengths

Demonstrated interest in Data Science and Machine Learning through numerous personal projects.
Experience with Python, Jupyter Notebook, and deep learning frameworks (e.g., PyTorch, JAX) as evidenced by project technologies.
Exploration of advanced topics like Hamiltonian Neural Networks and Reinforcement Learning.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong personal drive and curiosity in advanced AI/ML topics, which could align well with an innovative and research-oriented culture. However, the lack of team-based projects or professional experience beyond a self-declared 'ritoLAB' makes it difficult to fully assess collaboration and broader cultural fit.

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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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

spring_hamiltonian

January 2, 2026 – Present

Modelling a weighted spring in Hamiltonian Mechanics, and simulating it

View Project

harmonic

December 14, 2025 – Present

Training a Hamiltonian Neural Network

View Project

books

August 4, 2025 – September 12, 2025

Rito's Readings: Books that I read, and want to read

View Project

nma_changing_things

July 16, 2024 – July 24, 2024

nma_changing_things — GitHub repository

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logistic_map_nn

April 16, 2023 – April 18, 2023

Code for the paper "Non-Linear Dynamics Through Linear Algebraic Lenses: Attempting to Learn the Trajectories of the Logistic Map with Artificial Neural Networks"

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MasteringPyTorchV2

September 14, 2022 – June 25, 2024

MasteringPyTorchV2 — GitHub repository

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dalle-mini-demo

July 15, 2021 – July 15, 2021

Demo for the app Dall-E Mini, an Open Source version built to replicate what Dall-E does. Part of Hugging Face JAX Community Week.

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CLIP-rsicd

July 1, 2021 – August 5, 2025

CLIP-rsicd — GitHub repository

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david-silver-rl-notes

February 1, 2021 – February 1, 2021

Study notes to read alongside David Silver's Reinforcement Learning Lectures given in UCL (2015).

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folkAI

August 1, 2020 – June 29, 2023

Classifying between two folk dance forms of India using Deep Learning

View Project

Key Strengths

Demonstrated interest in Data Science and Machine Learning through numerous personal projects.
Experience with Python, Jupyter Notebook, and deep learning frameworks (e.g., PyTorch, JAX) as evidenced by project technologies.
Exploration of advanced topics like Hamiltonian Neural Networks and Reinforcement Learning.

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.

Ritobrata Ghosh

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit