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Priyanka Roy

@priyankaroy

Data Scientist and Python developer turning logistics and business data into actionable, production-ready insights.

Germany
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What I'm looking for

I’m looking for a role where I can combine Data Science with Python development to build production-ready analytics and AI features, working on real business problems and clean, testable backend APIs with modern tooling.

I’m an IT professional with over 5 years of experience specializing in Python development and data analysis. At Accenture (Munich), I build robust Python-based solutions—developing logistics analytics features, including a CO₂ Emission Calculator and shipment data assessment.

I migrated and enhanced analytical modules (Center of Gravity) from R to Python, and I designed an intuitive Shiny UI panel for the feature. I also implemented Dead Stock and safety stock calculations in Python, and tested the framework using Pytest while ensuring code quality with Ruff and MyPy.

Previously, I spent five years as a Senior JDEdwards Developer, successfully leading multiple enterprise implementation projects. I also deepened my expertise at Fraunhofer (Health monitoring for autonomous driving robots) using computer vision (cv2) and ML, integrating models with ROS for deployment.

Experience

Work history, roles, and key accomplishments

AC
Current

Python Developer

Accenture

Feb 2022 - Present (4 years 3 months)

Developed logistics analytics features including CO₂ Emission Calculator and Center of Gravity, and migrated the Center of Gravity module from R to Python. Built a Shiny UI, implemented dead stock and safety stock calculations, and delivered/tested FastAPI CRUD REST endpoints for MySQL and MongoDB with Pytest, Swagger UI, Ruff, and MyPy.

FD

Student Research Assistant

Fraunhofer Institute Mechatronic Systems Design

Oct 2018 - Oct 2020 (2 years)

Developed a health monitoring system for autonomous robots using supervised machine learning on streaming time-series data. Built a computer vision module with OpenCV, applied fuzzy pattern trees (skfuzzy) for real-time safety monitoring, created diagnostic anomaly/root-cause models, and integrated health monitoring with ROS for autonomous deployment.

TS

Senior Software Engineer

Tata Consultancy Services

Aug 2016 - Jul 2017 (11 months)

Developed procurement and business modules using Oracle JD Edwards and performed unit testing to ensure correctness of delivered functionality. Provided training and mentorship to new employees on development processes and best practices.

LI

Senior Software Engineer

Larsen & Toubro Infotech

May 2012 - Jul 2016 (4 years 2 months)

Designed and implemented the Inventory module and developed C-based business functions to support interactive workflows across Inventory, Sales, and Procurement modules. Implemented client change requests and built automation tools using JD Edwards and Java for package build activities and third-party application data extraction.

Education

Degrees, certifications, and relevant coursework

University of Paderborn logoUP

University of Paderborn

Master of Science in Computer Science, Computer Science (Data Science specialization)

2017 - 2021

Grade: 2.0

Activities and societies: Master thesis: ASOD (GUI using meta-learning to select outlier detection). Also worked on JARVIS at Fraunhofer Institute for Mechatronic Systems Design; setting up server/backends and converting CONSENS models to SysML for storage.

Earned a Master’s in Computer Science with a specialization in Data Science. Thesis work focused on an efficient GUI for selecting outlier detection techniques using meta-learning, plus MBSE support via JARVIS at Fraunhofer.

AE

Atharva College of Engineering

Bachelor of Engineering, Computer Science

2007 - 2011

Grade: First class with distinction

Completed a Bachelor’s degree in Computer Science with distinction. Focus was on foundational and specialized computer science engineering coursework.

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