Pratik Ingle

Data Scientist

https://talent.gravityer.com/pratik-ingle

PhDing

IT university of Copenhagen(ITU)

Key Strengths

Demonstrated interest in robotics, swarm intelligence, and quantum computing through personal projects.
Experience with Python for data science and object tracking tasks.
Exposure to natural language processing (POS-tagging) and transformer models.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong inclination towards research and academic exploration, particularly in robotics, quantum computing, and AI/ML. This aligns with a culture that values innovation and continuous learning. However, the projects are predominantly personal and academic, with limited evidence of collaborative or production-oriented work, which might impact fit in a fast-paced, team-centric commercial environment. The current role as 'Data Scientist' at a university suggests an academic focus.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.

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Projects

attention-is-all-you-need-build-the-transformer-from-scratch

June 26, 2026 – Present

Reimplement the original encoder-decoder Transformer end to end in PyTorch, from token vocabularies and sinusoidal positional encodings through multi-head attention, label smoothing, Noam scheduling, and beam search. By the end you will have a working seq2seq Transformer training loop and inference pipeline assembled from first principles.

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object-tracking-

October 6, 2025 – Present

Object tracking with OptiTrack using a python script

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dsbm

September 18, 2025 – October 1, 2025

Workshop on Grasp-Free Contact-Based Manipulation (ICRA 2026)

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mantaray.github.io

August 29, 2025 – August 29, 2025

Modular, distributed platforms that use deformable surfaces to handle heterogeneous objects

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awesome_Collective_Robotics

December 20, 2022 – March 13, 2023

This is a list of various books, courses and other resources for swarm systems and robotics. It's an attempt to gather useful material in one place to guide and inspire everybody who wants to learn more about the fascinating field of collective behavior's and pursue research in swarm intelligence and robotics.

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webots_tutorial

August 8, 2022 – September 29, 2022

Webots tutorial

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REAL_website

January 25, 2021 – Present

Our website: https://realitu.netlify.app/

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VQE

September 20, 2020 – October 4, 2020

Finding lowest Eigenvalue for given Two-Qubit Hamiltonian

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POS-tagging

March 14, 2020 – March 14, 2020

pos tagging of sentences using unigram and bigram models in English corpus

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carrot_chas

March 4, 2020 – March 4, 2020

path following using Carrot Chase algorithm

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Key Strengths

Demonstrated interest in robotics, swarm intelligence, and quantum computing through personal projects.
Experience with Python for data science and object tracking tasks.
Exposure to natural language processing (POS-tagging) and transformer models.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no insight.

Pratik Ingle

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit