Chirantan Nath

Data Scientist

https://talent.gravityer.com/chirantan-nath

The Noobest Humanoid Animal Alive

West Bengal, India

Key Strengths

Demonstrated interest in Machine Learning and Data Science through multiple personal projects (BikeSharingDemandPredictionMinorProject, HumanActivityPredictionMinorProject, DiabetesPredictionMinorProject).
Experience with Scikit-learn and Jupyter Notebooks, which are fundamental tools in Data Science.
Initiative in implementing ML algorithms from scratch in Java (MLAlgorithms1), indicating a foundational understanding of algorithms.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards self-directed learning and exploration across various technical domains, including ML, system programming (C++, Java), and web development (JavaScript). This indicates a proactive and curious mindset. However, the projects are all personal and lack team collaboration context, which is crucial for cultural fit in a professional setting. The diversity of projects, while showing breadth, also suggests a lack of deep specialization in a single area, which might require more focused mentorship in a specific role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback are available.

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Assessing your cultural and operational fit

Projects

MLAlgorithms1

September 13, 2025 – October 16, 2025

Implementation of common ML algorithms (and associated supporting code) in Java 17 from scratch

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BikeSharingDemandPredictionMinorProject

September 7, 2025 – September 7, 2025

Predicting demand of bike sharing from customer data (using Scikit-learn)

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HumanActivityPredictionMinorProject

September 7, 2025 – September 7, 2025

Developing ML models to predict exercise activity from gyroscope and accelerometer readings; using scikit-learn

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DiabetesPredictionMinorProject

September 7, 2025 – September 7, 2025

Developing ML models to predict diabetes presence from patient data (using scikit-learn)

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python_parser

April 9, 2025 – April 9, 2025

python_parser — GitHub repository

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question-aggregation-backend

April 2, 2025 – April 15, 2025

Question aggregation website backend

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chatapp

July 17, 2024 – July 17, 2024

Trying to build a chat app with separate server and client components using JS technologies on both sides.

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simple-sql-parser

March 21, 2022 – April 12, 2022

A top-down parser for syntax checking a subset of SQL; written in C++17.

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QTsimulator8085

April 12, 2021 – March 24, 2022

An 8085 simulator developed using C++/Qt

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simulator-8085-core

March 22, 2021 – March 29, 2021

A Java library for developing simulators for the Intel 8085.

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Key Strengths

Demonstrated interest in Machine Learning and Data Science through multiple personal projects (BikeSharingDemandPredictionMinorProject, HumanActivityPredictionMinorProject, DiabetesPredictionMinorProject).
Experience with Scikit-learn and Jupyter Notebooks, which are fundamental tools in Data Science.
Initiative in implementing ML algorithms from scratch in Java (MLAlgorithms1), indicating a foundational understanding of algorithms.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback are available.

Chirantan Nath

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit