Siddharth Nair

Data Scientist

https://www.opentalent.in/siddharth-nair

I like python.

IIIT-Delhi

Key Strengths

Extensive personal projects in Python, demonstrating practical application of machine learning and data science concepts.
Experience with various ML/DL models including LSTM, attention mechanisms, GMM, CycleGAN, and path planning algorithms.
Demonstrated interest in diverse applications of AI/ML, from natural language processing (transliteration) to robotics (drone_rover, path-planning) and biomedical applications.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards individual, research-oriented projects. While this demonstrates initiative and technical depth, there is no explicit evidence of team collaboration or contributions to larger, production-grade systems. The current role as 'Data Scientist' at IIIT-Delhi, if it involves research, aligns with the project types. However, the lack of diverse team-based projects or open-source contributions beyond personal repositories limits the assessment of cultural fit for a collaborative industry role.

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

Bus-Breakdown-Detection-Using-Real-Time-Transit-Data

April 17, 2021 – May 31, 2021

repository for breakdown detection

View Project

path-planning-algorithms

December 10, 2020 – May 9, 2021

Bi-RRT and Artificial Potential Function (APF) in python

View Project

drone_rover

October 28, 2020 – December 23, 2020

robo project

View Project

mlba-project

October 28, 2020 – December 20, 2020

ML for biomedical applications course project

View Project

english-hindi-transliteration

June 23, 2020 – April 9, 2021

Python package to convert text from English to Indian Languages

View Project

codeforces-cli

April 21, 2020 – August 6, 2020

A simple parsing and checking tool for questions from codeforces using CLI

View Project

voco.ai

March 16, 2020 – July 6, 2023

Voice Conversion using GMM and Cyclegan

View Project

LSTM-with-attention

March 12, 2020 – April 27, 2020

Implemention of RNN and LSTM with Bahdanau's attention in PyTorch

View Project

snek

January 12, 2020 – August 6, 2020

Classifying snakes. PyTorch

View Project

MachineLearning_Assignment2

September 30, 2019 – October 31, 2019

Assignment 2 of Machine Learning Course ECE5xx

View Project

Key Strengths

Extensive personal projects in Python, demonstrating practical application of machine learning and data science concepts.
Experience with various ML/DL models including LSTM, attention mechanisms, GMM, CycleGAN, and path planning algorithms.
Demonstrated interest in diverse applications of AI/ML, from natural language processing (transliteration) to robotics (drone_rover, path-planning) and biomedical applications.

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.

Siddharth Nair

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit