Pawan Sasanka Ammanamanchi

Data Scientist

https://www.opentalent.in/pawan-sasanka-ammanamanchi

On a quest to explore

India

Key Strengths

Demonstrated interest and personal projects in Neural Style Algorithms, NLP, and representation learning, aligning with Data Scientist role.
Experience with Python, a core language for data science and machine learning.
Exposure to various machine learning concepts through projects like 'Adversarial-Machine-Learning' and 'Deep-Learning-Research'.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong inclination towards personal research and exploration in advanced ML/AI topics. The diversity of projects, from theoretical formalizations to practical implementations, suggests an inquisitive and self-driven individual. However, the lack of team-based or collaborative projects in the provided data makes it difficult to fully assess cultural fit in a team-oriented environment. The projects are highly technical and specialized, indicating a focus on deep problem-solving.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or 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

erdos-formalizations

May 3, 2026 – Present

Lean 4 / Mathlib formalizations of problems from erdosproblems.com

View Project

rotobart

July 1, 2021 – July 24, 2021

Pre-training BART in Flax on The Pile dataset

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master-thesis

January 25, 2021 – August 3, 2022

My master's thesis on NLP and representation learning

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khabar-app

July 5, 2020 – August 1, 2020

khabar-app — GitHub repository

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January 15, 2020 – January 25, 2022

algorithms implemented in C++, written in the arthur whitney style

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alok-bollu

October 29, 2018 – June 7, 2021

A repo for work between Alok Debnath and Siddharth Bhat

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Marathi2Vec

September 27, 2018 – October 19, 2018

Using Ulmfit to get state of the art marathi embeddings

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Neural-Style

August 18, 2018 – February 27, 2021

I've always been interested in Neural Style Algorithms, these are my implementations of the same.

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Adversarial-Machine-Learning

August 10, 2018 – August 13, 2018

A curated list of resources for Adversarial Attacks, Examples and Defenses in Machine Learning.

View Project

Deep-Learning-Research

June 24, 2018 – September 2, 2023

Summaries of papers on Deep Learning, Natural Language Processing, Computer vision

View Project

Key Strengths

Demonstrated interest and personal projects in Neural Style Algorithms, NLP, and representation learning, aligning with Data Scientist role.
Experience with Python, a core language for data science and machine learning.
Exposure to various machine learning concepts through projects like 'Adversarial-Machine-Learning' and 'Deep-Learning-Research'.

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 provided.

Pawan Sasanka Ammanamanchi

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit