A learner ◾ Competitive Machine Learning ◾ Research
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Siemens Healthineers
Data Scientist
June 19, 2026 – Present
tabular-playground-series-kaggle
November 6, 2024 – May 9, 2025
tabular-playground-series-kaggle — GitHub repository
View Projecthasoc-fire-task4-annihilate-hate
September 2, 2023 – September 3, 2023
hasoc-fire-task4-annihilate-hate — GitHub repository
View ProjectOptiver-realized-volatility-prediction-kaggle21
June 29, 2021 – September 28, 2021
Optiver wants us to predict the realized volatility of a set of stocks on given time IDs using the information collected over a 10mins time window. A classic tabular time-series data, with RMSPE to optimize. Hosted on Kaggle by Optiver.
View Projectcml-template-custom
June 19, 2021 – July 22, 2023
A template I use for all the Machine Learning Competitions. Automation and a more detailed directory structure will be added soon.
View ProjectML-DS-DL-RL-CV-NLP-ETC-Resources-Compilation
April 25, 2020 – September 28, 2025
A compilation of awesome resources for Machine Learning, Deep Learning, Statistics, Data Science, etc. Why on the earth do you need to pay a single penny when you have such resources available online that to completely free?
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and focused on technical exploration within data science and machine learning. The current role as a Data Scientist at Siemens Healthineers aligns with the target role. However, the breadth of experience outside of personal projects is limited, and there's no information on collaborative work or team dynamics.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are brief, and there are no completed psychometric or English tests to provide insights into communication or work attitude.