Candidate's About
I bring 7+ years in data science, Agile, CI/CD, Docker, Linux, and Git. Patented Automated Hyper-parameter Tuning. Pro in ML/NLP, PySpark, SQL, Python. 4+ yrs in Amsterdam's top banks, ING & ABN AMRO.
Work & Experience
TTransaction Banking CoE
Oct 20 - PRESENT
- Applying logistic regression, random forest, and boosting in PySpark, Scikit-learn, MLflow on Azure Databricks to forecast Apple Pay adoption and volumes.
- Constructing a Pricing Tool for business teams using data from 6M+ retail customers to strategize payment product pricing.
- Addressing end-to-end analytical challenges: refining data, developing/validating models to fulfil...
Read More AAnalytics & Insights
Aug 18 - Sep 20
- Created an NLP and OCR-based tool to extract covenant details from unstructured loan agreements.
- Efficiently migrated 100+ diverse banking deals, cutting processing time by nearly 90%.
- Reduced manual effort for front-office staff by 80-90%, offering ongoing risk management insights.
- Deployed production-ready tool using NLP, OCR, Text Processing, Classification, and ...
Read More PPredictive Analytics, Decision Science Team
Jul 15 - Feb 17
- Forecasted optimal customer offers and constructed models for banking products (e.g., personal loans, credit cards).
- Led full modeling cycle: data prep, cleaning, model creation, scoring, and validation, ensuring comprehensive analysis.
Education
IDual Degree 5 year Integrated Course - Masters in Financial Engineering - Bachelors in Agricultural Engineering
Indian Institute of Technology (IIT)2010 - 2015
KHigher Secondary School
Kendriya Vidyalaya2008 - 2009
KSenior Secondary School
Kendriya Vidyalaya2006 - 2007
Achievements
- Chosen as one of India's top 50 students for the S.N. Bose Scholarship program in the USA, 2013.
- Selected as one of the top 2 students out of 63 in the department for a summer internship in Germany.