Orion Smart
Data Scientist
Kolkata,WB
Summary
Innovative Data Scientist at XYZ Technologies with 9+ years of experience, adept in Python and machine learning, designed AI-driven solutions that enhanced regulatory compliance and reduced manual efforts. Proven track record in developing predictive models and recommendation systems, showcasing strong analytical skills and a commitment to excellence in data-driven decision-making.
Overview
9
9
years of professional experience
3
3
Languages
Work History
Data Scientist
XYZ Technologies
08.2016 - Current
- Designed AI-based video analytics to replace costly highway sendor systems, enabling lane-wise vehicle counting, classification and 15-min speed estimation with high accuracy for regulatory compliance.
- Built anomaly detection & reconcilliation engines for financial journals using ML and NLP, helping approvers detect miscalculations before posting and automatic debit-credit matching.
- Developed AI solutions for HR payroll transformation, including an Answer Bot (Naive Bayes, SVM) and anomaly detection models (One-Class SVM, CBLOF), significantly reducing manual effort.
- Implemented recommendation systems for large scale retail using collaborative filtering, sparse matrices and similarity metrics to power "people-also-bought" features.
- Created predictive maintenance models for aircraft using LSTM based times series forecasting to anticipate failures from sensor data.
Education
Master of Science - Mathematics
04.2001 -
Skills
Language - Python, Pyspark, R
Timeline
Data Scientist - XYZ Technologies
08.2016 - Current
ISI - Master of Science, Mathematics
04.2001 -