An expert that brings to the table the knowledge of software development and machine learning. With 4 years experience of working as a software developer and 3.5 years of studying machine learning related subjects, my expertise is in both fields and that's why I am looking for a job in either of the fields.
Hi, I’m
Akshit Bhatia
Software Developer And Data Scientist
Paderborn
Summary
Overview
4
years of professional experience
3
Years as a student assistant
Work History
Blue AvenirDusseldorf
Data Scientist Intern
07.2022 - 02.2023
Job overview
- Pinpointed meaningful insights from large data and metadata sources using t-statistic to determine Null hypothesis support.
- Built up a selenium based scrapping tool to extract information related to customers in interest from job fair websites (https://github.com/bhatia2akshit/SeleniumScraping).
- Improved the accuracy of model, that predicts customer's churn out rate, by 6% by improving the feature extraction process and using the appropriate machine learning models.
Computational Social Science at University of PadebornPaderborn
Research Assistant WHB
04.2021 - 05.2022
Job overview
- Implemented BART and GPT2 to generate counter arguments and classify the given arguments as pro or counter.
- Added Multi-tasking in BART just like DoubleHeadsLM in GPT2 does.
Sopra
Senior Software Engineer
09.2015 - 09.2019
Job overview
- Worked with project managers, developers and the customer to resolve technical issues and develop new functionalities for the projects EUIPO (a web application for patent registeration) and Tributum (a tax calculating solution used by DeutschBank and Commerzbank).
- My main contributions: Improved the reload time of EUIPO website from 15 seconds to 4 seconds by improving SQL queries and by indexing the database. And was responsible for verifying if the new functionalities added to the Tributum software is not producing any unwanted side-effects compared to the functionalities present in the stable version of the software used by the customers.
Education
University of PaderbornPaderborn
Master of Science from Informatiks
05.2019 - Current
University Overview
Current GPA: 2.6 (looking for MS Thesis)
GGSIPU
Bachelor of Technology
University Overview
GPA: 2.7
Skills
NLP with Transformers
undefinedInteresting Projects
Interesting Projects
- Built up a chatbot based on TAPAS BERT model (https://github.com/bhatia2akshit/Questions_in_Table) and GPT3 model (https://github.com/bhatia2akshit/Chatbot_Sql_Based). The chatbot with GPT3 model performed much better than Tapas model.
- Used FrankWolf method to train a neural network using multi-objective optimization (https://github.com/bhatia2akshit/Gradient-Descent-Optimization-and-Multitask-Learning).
- Collaborated in team of 8 developers to build up a multi-armed bandit algorithms based library, Duelpy (https://pypi.org/project/duelpy/)
- Trained a neural network to recognise if two whatsapp messages are written by the same author or not.
Timeline
Data Scientist Intern
Blue Avenir
07.2022 - 02.2023
Research Assistant WHB
Computational Social Science at University of Padeborn
04.2021 - 05.2022
University of Paderborn
Master of Science from Informatiks
05.2019 - Current
Senior Software Engineer
Sopra
09.2015 - 09.2019
GGSIPU
Bachelor of Technology
05.2011
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