Prabhsimran Singh

Data Scientist

https://www.opentalent.in/prabhsimran-singh

Curious. Humble. Relentless.

NVIDIA

Key Strengths

Strong foundational knowledge in Machine Learning and Deep Learning demonstrated through various personal projects.
Experience with Python for data science and machine learning tasks.
Exposure to diverse ML applications including image classification, neural style transfer, machine translation, and reinforcement learning.
Current employment as a Data Scientist at NVIDIA indicates relevant industry experience.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's personal projects demonstrate a strong interest and initiative in various areas of machine learning and deep learning, which aligns well with an innovative and research-driven culture. The breadth of projects, from image processing to natural language processing and reinforcement learning, suggests a curious and adaptable individual. However, the lack of team-based projects or explicit collaboration descriptions makes it difficult to fully assess cultural fit in a collaborative environment.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric or English test scores were provided.

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Projects

youtube-stats

October 20, 2022 – October 20, 2022

youtube-stats — GitHub repository

View Project

lstm-from-scratch

December 5, 2018 – December 8, 2018

LSTM Network from Scratch in C++

View Project

denoiser

September 27, 2018 – September 28, 2018

Convolutional Autoencoder for Denoising Images

View Project

info-retrieval

September 12, 2018 – September 12, 2018

Boolean Query Model for Information Retrieval in Python

View Project

translator

August 19, 2018 – December 4, 2018

PyTorch implementation of Machine Translation using Autoencoder with Attention

View Project

trading-bot

August 13, 2018 – December 3, 2023

Stock Trading Bot using Deep Q-Learning

View Project

artsy

July 7, 2018 – October 25, 2018

Art Generation with Neural Style Transfer in 200 lines of code

View Project

resnet-classifier

July 7, 2018 – May 8, 2024

Deep ConvNet Image Classifier based on Residual Network architecture trained on Caltech 101 Object Dataset

View Project

end-to-end-enc-chat

November 13, 2017 – October 30, 2018

Real-time Chat app with end-to-end encryption using AES-256 and RSA

View Project

node-live-stream-server

October 19, 2017 – October 19, 2017

Live streaming using Node.js, socket.io and WebRTC protocol

View Project

Key Strengths

Strong foundational knowledge in Machine Learning and Deep Learning demonstrated through various personal projects.
Experience with Python for data science and machine learning tasks.
Exposure to diverse ML applications including image classification, neural style transfer, machine translation, and reinforcement learning.
Current employment as a Data Scientist at NVIDIA indicates relevant industry experience.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric or English test scores were provided.

Prabhsimran Singh

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit