Aditya Singh

Aditya Singh Email and Phone Number

Senior Data Engineer | MSc | Data Analytics, Infrastructure, Architecture and Maintenance @ Newzoo
netherlands
Aditya Singh's Location
Amsterdam, North Holland, Netherlands, Netherlands
Aditya Singh's Contact Details

Aditya Singh personal email

About Aditya Singh

Ever since I was a child, I have had an overwhelming passion for sports, adventure and cultural activities. I was always encouraged by my parents to experiment and widen my horizons. Hence, I did have my fair share of success with a few things and failed learning others at the same time. Being a sportsperson, I have learned some valuable lessons which have definitely helped me in my academic and professional life. Tackling everyday problems have become easier with my never give up attitude and failures have become constant learning experiences. I understand the worth of determination and hard work and there is no substitute for that. But to cut the long story short, my childhood passions have turned into hobbies and hobbies into passion. I believe my passion for analyzing and playing with data began with my first job as a Junior Bioinformatics Associate at Ganit Labs after completing my bachelors where I was tasked with handling and automating big data analysis.I decided to pursuit masters in the same field of bioinformatics focusing on specific data science courses after working for couple of years. I have also been part of some data mining and machine learning projects during my first year of masters. In my second year, I interned with the Biosystem data analysis group at the University of Amsterdam where I worked on classification algorithms to discriminate between different groups of samples of healthy individuals and patients by using simulations and real data. I developed my technical skills even further working at Shell as a data science intern tackling real world business problems of automating,predicting and classifying IT related issues of the employees.All of this has led me to my full time professional career in the field of data analytics and engineering.You would probably find me dancing, exercising, watching football or socialising with my friends if I am not sitting in front of a computer screen.If you are interested to know more about my passions, feel free to contact me. I would be happy to answer all your questions.

Aditya Singh's Current Company Details
Newzoo

Newzoo

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Senior Data Engineer | MSc | Data Analytics, Infrastructure, Architecture and Maintenance
netherlands
Website:
newzoo.com
Employees:
92
Aditya Singh Work Experience Details
  • Newzoo
    Senior Data Engineer
    Newzoo Feb 2024 - Present
    Part of the core infrastructure team which helps in maintaining and developing backend data infrastructure and architecture
  • Newzoo
    Data Engineer
    Newzoo Sep 2023 - Feb 2024
    Amsterdam, North Holland, Netherlands
    Responsible for collecting, managing, and converting raw data into information that can be interpreted by data and business analysts by using a variety of tools such as Python, SQL, GCP, DBT, Airflow etc.
  • Newzoo
    Data Analyst
    Newzoo Sep 2019 - Aug 2023
    Amsterdam Area, Netherlands
    The tasks of this position include a variety of responsibilities:- ranging from proposing new metrics and analyses that are valuable for our clients and products; - mediating incoming data requests and our data warehouse and models; - combining different datasets to see the bigger picture; - ensuring metrics make their way into our suite of products, in a scalable and reliable fashion.
  • Shell
    Data Science Intern
    Shell Feb 2019 - Jul 2019
    Worked for the department of Project and Technology - IT Service and Operations Management (P&T SOM)At large organisations such as Shell, employees handle their operations digitally using their company provided devices and systems which are bound to cause problems. These issues are reported through ServiceNow, IT service management portal, via calls and emails made by Shell employees. PT SOM, Project & Technology (PT) Services and Operations Management(SOM), provides reliable services for these IT related queries. In order to address these specific issues, these tickets are needed to be assigned manually by the ServiceNow support staff to the correct resolution group. This can cause wrong delegation of tickets and more time taken for a particular issue to be resolved. In this research project, the process of classification of the ServiceNow tickets is addressed to make it more efficient through machine learning. ServiceNow data is combined with the employees characteristics to enrich the data set with more information. Natural language processing (NLP) is also used for the description of the user issues which is stored in the portal as text fields. Machine learning algorithm of Random Forest is used to predict and classify the tickets of different issues faced by the employees based on the features obtained from the call tickets, employee data and NLP.
  • Vrije Universiteit Amsterdam (Vu Amsterdam)
    Graduate Teaching Assistant
    Vrije Universiteit Amsterdam (Vu Amsterdam) Apr 2019 - Jun 2019
    Amsterdam Area, Netherlands
    Assisted students with various Kaggle data mining projects solving their problems and giving them new ideas.- Titanic: Machine Learning from Disaster- Expedia Hotel Recommendations
  • University Of Amsterdam
    Intern | Student Researcher
    University Of Amsterdam Jul 2018 - Jan 2019
    Amsterdam Area, Netherlands
    Worked for Biosystems data analysis groupWorked with data processing, classification algorithms and statistical analysis using programming languages such as R , Python and Matlab.Project Description:Many metabolomics studies are based on the discrimination between healthy individuals and individuals with a certain disease. The goal of such a study is to find those metabolites that are (statistically) different between the two groups. Partial Least Squares discriminant analysis(PLSDA) is a 2-class multivariate discrimination method that is often used in such studies. Another approach recently introduced is called Statistical Health Monitoring (SHM). Here a model of the control group is made, and then for each of the cases (being individuals with a disease or any perturbed situation) is examined for its deviation from the control situation. In this project simulations and real data are used to explore the strength and weaknesses of the two methods.
  • Navitas Life Sciences
    Clinical Data Management Trainee
    Navitas Life Sciences Jan 2017 - Apr 2017
    Bengaluru Area, India
    Handled and validated clinical dataProgrammed databases to store and retrieve important information
  • Ganit Labs
    Junior Bioinformatics Associate
    Ganit Labs Jul 2015 - Dec 2016
    Bengaluru Area, India
    Published a research paper "RNAtor: an Android-based application to help plan RNA-Sequencing" In this App, recommendations based on simulations and real data studies are provided for experimental biologists to determine the number of replicates and reads required to generate expected results, especially for detecting marginally differentially expressed transcript isoforms.Worked on review paper of different techniques used for genome editing and post editing analysis tools. I focused on the bioinformatics aspects rather than experimental protocols.Actively handled and blogged on the lab's official facebook page to expand social outreach about the latest scientific news and lab's blogs, publications, articles etc.Communicated with the students of different colleges directly to excite them about lab's research work. This helped in recruiting employees who were interested in pursuing a career in scientific research and science entrepreneurship.

Aditya Singh Skills

R Data Science Algorithms Genomics Matlab Data Analysis Data Analytics Tableau Nltk Statistical Data Analysis Alteryx Natural Language Processing Programming Microsoft Office Bioinformatics Google Bigquery Numpy Sql Python Research Machine Learning Data Visualization

Aditya Singh Education Details

Frequently Asked Questions about Aditya Singh

What company does Aditya Singh work for?

Aditya Singh works for Newzoo

What is Aditya Singh's role at the current company?

Aditya Singh's current role is Senior Data Engineer | MSc | Data Analytics, Infrastructure, Architecture and Maintenance.

What is Aditya Singh's email address?

Aditya Singh's email address is ad****@****ook.com

What schools did Aditya Singh attend?

Aditya Singh attended University Of Amsterdam, Vrije Universiteit Amsterdam (Vu Amsterdam), Srm University.

What skills is Aditya Singh known for?

Aditya Singh has skills like R, Data Science, Algorithms, Genomics, Matlab, Data Analysis, Data Analytics, Tableau, Nltk, Statistical Data Analysis, Alteryx, Natural Language Processing.

Who are Aditya Singh's colleagues?

Aditya Singh's colleagues are Miguel Reis, Yasmin Audrey, Ming Lei, Yingyi Zhu Acca, Andrea Kunzle, Tianyi Gu, Benjamin Sinke.

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