Kumar Sundaram

Angestellt, Senior Business Intelligence Analyst, Siemens EDA
Mannheim, Germany

Fähigkeiten und Kenntnisse

Python
R programming language
Apache Kafka
Tableau Software
Hadoop
NoSQL
ArangoDB
MongoDB
Neo4J
Machine learning
Supervised learning
Unsupervised Learning
Trifacta
Talend Data Preparation
Open-Refine
MS Office
SQL
ALM
Unified Functional Test
MS-Excel
SVM
LDA
PCA
Linear Regression
Logistic Regression
Data Analysis
Apache Hadoop
OpenCV
Image Processing
Image Detection
TensorFlow
Keras
creativity
Business Intelligence
Java
Data Science
Big Data
Apache Spark
Natural language processing
PyTorch

Werdegang

Berufserfahrung von Kumar Sundaram

  • Current 4 years and 3 months, since Apr 2022

    Senior Business Intelligence Analyst

    Siemens EDA

  • 6 months, Sep 2021 - Feb 2022

    Data Analyst

    Hubert Burda Media GmbH

  • 6 months, Mar 2021 - Aug 2021

    Data Analyst

    IDnow GmbH

  • 6 months, Apr 2020 - Sep 2020

    Master Thesis Student

    Ernst and Young

    • Achieved 32.3 bleu score for NMT task. • Investigated on Neural Machine Translation for Low - Resource Bilingual Data. • Data Cleaning and Data Preparation using Pandas. • Performed transfer learning & fine-tuned the mBART & T5 pre-trained models for NMT task. Tools used: Python, Azure DevOps, Pandas, MS Excel

  • 7 months, Sep 2019 - Mar 2020

    Working Student

    EY (Ernst & Young)

    • Negotiated & showcased application to clients, thus brought new business projects. • Pioneered POC for having the database between Non-Relational and Relational databases. • Data Analytics using Statistics, Python, and Power BI. • Developed Machine Learning predictive models for Regression, Classification & Cluster tasks using python. • Built Rasa based context-specific AI assistant and integrating it with SQLite, MongoDB, and Neo4J DBs.

  • 6 years and 1 month, Sep 2012 - Sep 2018

    Data Analyst

    Tata Consultancy Services Ltd

    • Perform market analysis to efficiently achieve objectives, increasing sales by 14%. • Conducted reports for implementation of marketing strategies, leading to 12% growth in customer acquisition. • Performed ad hoc & A/B testing to evaluate the Product to increase its demand, yielded 5% of sales growth. • Converted data into actionable insights by predicting and modelling future outcomes using Tableau. • Performed project management, maintenance and administration of Data Warehouse or ETL project.

Ausbildung von Kumar Sundaram

  • 2 years, Oct 2018 - Sep 2020

    Big Data & Business Analytics

    SRH Hochschule Heidelberg

Sprachen

  • English

    C1 (Fließend)

  • German

    A1-A2 (Grundkenntnisse)

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