Jaswinder Singh
Data Scientist
Bengaluru, Karnataka, India
Summary
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Top SchoolJaswinder Singh is a data scientist with 8 years of experience building ML-driven products that optimize B2B order-to-cash processes, currently at HDFC Bank after impactful work at HighRadius. He has delivered production models for credit limit suggestions, customer segmentation with explainable k-means and an ELO-style rating, and invoice payment-date prediction that customers use to proactively manage risk and collections. His work blends domain-aware feature engineering on SAP and sales-forecast data with pragmatic model explainability to drive adoption across multiple businesses. An active open-source contributor, he maintains Zoofs (Zoo Feature Selection) and contributes to NitroFE, signaling a strong focus on feature engineering tooling beyond product deployments.
7 years of coding experience
2 years of employment as a software developer
Bachelor of Technology - BTech, Computer Science, Bachelor of Technology - BTech, Computer Science at Kalinga Institute of Industrial Technology, Bhubaneswar
Github Skills (57)
swarm-intelligence10
genetic-algorithm10
evolutionary10
python10
feature-selection10
optimization-methods10
machine-learning-algorithms10
evolutionary-algorithms10
forge10
particle-swarm10
particle-swarm-optimization10
physics10
indicator10
supervised-learning10
dagshub10
Programming languages (2)
Github contributions (5)
jaswinder9051998/zoofs
Jul 2020 - Jan 2023
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
Contributions:14 releases, 262 commits, 34 PRs in 2 years 6 months
optimization-methodsoptimization-algorithmspythonselectionoptimization-tools
NITRO-AI/NitroFE
Sep 2021 - May 2022
NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.
Contributions:1 release, 117 commits, 14 pushes in 7 months
pythoncontinuousmachine-learningengineeringindicators
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