Experience

Sept. 2018 - Present
Global Program Manager
DHL Express GHO, Bonn, Germany

I am working as a Global Program Manager in DHL Express where my responsibilities are conducting and managing data science projects related to forecasting. We create a complete data science pipeline for forecasting using different approaches and algorithms for different data sources within DHL express.  

June 2017 - Aug. 2018

Data scientist / IT Consultant
.msg Systems ag, Hamburg, Germany

I worked as a data scientist and IT consultant in Big Data and AI unit of .msg systems Ag in Hamburg, where my responsibilities were to work with data science projects from external companies and also create and implement business models within the company.

2012- 2016

Research Associate
Jacobs University Bremen, Germany

I was involved in different EU projects during my work as a research associate in Jacobs University. From 2012-2014, I was involved in BUTLER project, with the responsibility of designing algorithms for secure internet of things (IOT) products with location and context awareness. From 2015, I was involved in project HIGHTS, where I was involved in developing high precision algorithms for intelligent transport systems. 

2009- 2010

Teaching Assistant
KIST College of IT, Kathmandu

I was involved in providing lectures and laboratories in different subjects such as: Basic Electrical engineering, Digital Communications, probability and statistics and wireless communications to the students studying Bachelor of Information technology. 

Projects

Languages

English (fluent written and oral)

German (Intermediate, working level knowledge)

Nepali (Mother tongue)

Hindi (fluent, written and oral)

Education

2012 - 2016
PhD. Computer Science and Electrical Engg.
Jacobs University Bremen, Germany
2010 - 2012

MSc. Electrical Engineering,
Jacobs University Bremen, Germany

2005 - 2009

BTech. Electronics Engineering,
S.V. National Institute of Technology, Surat, India

Core Competencies

Data Science: Data extraction, preprocessing, visualisation, modelling and model validation plus deployment. Experience with time series data (forecasting), non-time series data, text data, image data and real-time sensor data. Python, R and Matlab as programming tools, with core expertise in Python
Database Management: SQL (Oracle, MySQL), NOSQL (MongoDB)
Machine Learning: Supervised , Unsupervised and Reinforcement Learning algorithms.
Deep Learning: Reinforcement Neural networks, Convolutional neural networks, applications on NLP and CV, using Tensorflow, keras and pytorch.
Mathematics: Linear Algebra, Probability and Statistics, Multivariate Calculus, Linear and Convex optimization
Wireless Communications: Interference Management, MIMO, 5G
Big Data: Concept and tools, Hadoop, spark
Real time streaming

Contact

  • www.databigyan.com
  • jhanak.parajuli@gmail.com