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Evaristus (Fuh) Chuo

Data Scientist

Evaristus Chuo
Friedberg, Germany

Experience

Jun 2023 - Present
2 years 9 months
Munich, Germany

Data Scientist

Freelance

  • Developing a multi-class classification model to predict plant composition and its spatial and temporal changes using predictors, including satellite images, climate time series, and other environmental data such as land cover, human footprint, bioclimatic, and soil variables.
  • Developing recommender systems using contextual bandits for an e-commerce platform.
  • Building deep neural network models that predict flood-affected areas.
Jan 2023 - Mar 2023
3 months
Munich, Germany

Lead Data Scientist

Daiichi Sankyo

  • Leading and coaching a team of data scientists in developing advanced analytic models and bringing them to production.
  • Coordinating the implementation of data science best practices and liaising with the data engineering and IT teams in setting up the infrastructure needed and monitoring guideline implementation and governance.
  • Conducting advanced statistical and other analyses to provide actionable insights, identify trends, and measure performance within the data science models.
  • Engineering features by using business acumen to find new ways to combine disparate internal and external data sources.
  • Coordinating with data engineers, business leads, commercial, and IT to deliver holistic analytical solutions that are seamlessly incorporated into analytic data products.
  • Ensuring functionality and insights in run through timely analysis and testing for regular maintenance of solutions over time.
  • Liaising with stakeholders to disseminate an AA-driven culture by supporting the business analytic translator in communicating the design, functioning, and output of the analytical models and solutions developed.
  • Advocating the value of data-driven decision-making focusing on the how and why of solving problems and educating translators in data science models.
Apr 2018 - Dec 2022
4 years 9 months
Munich, Germany

Data Science Consultant

Capgemini Engineering

  • Developing informed machine learning algorithms to enhance pedestrian detection, lane change, and rule-breaking scenarios in autonomous vehicles.
  • Setting up big data pipelines in AWS for test and verification of ADAS functions.
  • Creating pipelines and dashboards for monitoring data ingestion and storage using the Elastic Stack (Beats, Logstash, Elasticsearch, and Kibana).
  • Integrating new data by creating a full pipeline from ingestion to ETL processes using Apache Airflow, extracting 3 TB of data per month.
  • Coordinating and collaborating with multiple departments and stakeholders to collect team data requirements and developing a data strategy to support data-driven decisions.
  • Developing machine learning algorithms to increase efficiency in drug discovery by automating the identification of monoclonal wells.
  • Building real-time monitoring and advanced analytics of data from a battery storage farm using IoT Hub, Blob storage, Stream Analytics, SQL, and Power BI.
  • Working in an agile team with a culture of shared code ownership, pair programming, and code reviews.
Jun 2014 - Mar 2018
3 years 10 months
Weßling, Germany

Research Scientist

German Aerospace Center (DLR)

  • Designed and developed a system prototype to automatically classify and recognize specific objects from large volumes of satellite images from different sensors.
  • Performed automatic feature detection from 1,000 satellite images using convolutional neural networks (CNNs).
  • Defined output data product formats with automatic annotation and interfaces to enable appropriate and effective user access to the data.
  • Assisted in developing in-house software for satellite data processing.
May 2013 - May 2014
1 year 1 month
Bonn, Germany

Research Scientist

University of Bonn

  • Developed quantum impurity model techniques (NRG and Monte Carlo) to simulate strongly correlated electron systems in condensed matter physics.
  • Created software in C/C++ for parallel computing using hybrid parallelization techniques (MPI and OpenMP).
  • Developed software in Python for data visualization using Seaborn.
Aug 2009 - May 2014
4 years 10 months
Bonn, Germany

System Admin HPC Cluster

University of Bonn

  • Implemented, administered, monitored, and optimized a Linux cluster of computing servers.
  • Configured high-performance data storage/RAID, archiving, and networking in a mixed NFS/CIFS environment.
Sep 2004 - Jun 2008
3 years 10 months
Yaoundé, Cameroon

Physics Teacher

English High School

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Education (8.5 years), Pharmaceutical (5 years), Automotive (4.5 years), Energy (4.5 years), Space Exploration (4 years), and Agriculture (2.5 years).

Education
Pharmaceutical
Automotive
Energy
Space Exploration
Agriculture

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Research and Development (12.5 years), Information Technology (9.5 years), Product Development (8.5 years), Business Intelligence (7.5 years), and Operations (4.5 years).

Research and Development
Information Technology
Product Development
Business Intelligence
Operations

Summary

Highly accomplished data scientist with a strong background in theoretical physics, offering expertise in data analysis, machine learning, and statistical modelling. Possessing a PhD in Theoretical Physics, I have successfully transitioned my skills and knowledge across diverse industries, including aerospace, automotive, and pharmaceuticals. With a proven track record as a research scientist, data science consultant, and lead data scientist, I excel at solving complex problems and delivering actionable insights to drive strategic decision-making.

Skills

  • Python (Pandas, Numpy, Keras, Tensorflow, Matplotlib, Scikitlearn, Seaborn)
  • Sql, Nosql
  • Shell Scripting
  • Git, Jira, Confluence, Ansible, Vcenter
  • Feature Engineering
  • Etl Pipelines
  • Machine Learning
  • Conformal Prediction
  • Databricks, Kubernetes
  • Visualization (Powerbi, Kibana)
  • Dockers, Vs Code
  • Basics Of Project Management
  • Apache Airflow
  • Big Data: Hadoop Ecosystem, Elastic Stack, Microsoft Azure
  • Sql Databases
  • Aws (S3 Storage, Step Function, Lambda Function, Glue, Databases, Kinesis, Sagemaker)
  • Data System Architecture Design

Languages

English
Advanced
French
Advanced
German
Intermediate

Education

Oct 2009 - Apr 2013

University of Bonn

Ph.D., Magna Cum laude, Numerical renormalization Group Studies of the Partially Broken SU(3) Kondo Model · Physics · Bonn, Germany

Oct 2004 - Jul 2006

University of Yaounde 1

M.Sc. Physics, Monte Carlo Simulation of the Potts Model · Physics · Yaoundé, Cameroon

Oct 2000 - Mar 2003

University of Yaounde 1

B.Sc. Physics · Physics · Yaoundé, Cameroon

Certifications & licenses

Big Data Analytics On AWS

Blockchain Basics And Smart Contracts

DevOps On AWS

Prince2 Foundation Course In Project Management

Spark And Python For Big Data With PySpark

The Ultimate Hands-On Hadoop – Tame Your Big Data

Profile

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Evaristus based?

Evaristus is based in Friedberg, Germany.

What languages does Evaristus speak?

Evaristus speaks the following languages: English (Advanced), French (Advanced), German (Intermediate).

How many years of experience does Evaristus have?

Evaristus has at least 20 years of experience. During this time, Evaristus has worked in at least 6 different roles and for 6 different companies. The average length of individual experience is 3 years and 10 months. Note that Evaristus may not have shared all experience and actually has more experience.

What roles would Evaristus be best suited for?

Based on recent experience, Evaristus would be well-suited for roles such as: Data Scientist, Lead Data Scientist, Data Science Consultant.

What is Evaristus's latest experience?

Evaristus's most recent position is Data Scientist at Freelance.

What companies has Evaristus worked for in recent years?

In recent years, Evaristus has worked for Freelance, Daiichi Sankyo, and Capgemini Engineering.

Which industries is Evaristus most experienced in?

Evaristus is most experienced in industries like Education, Pharmaceutical, and Automotive. Evaristus also has some experience in Energy, Space Exploration and Travel, and Agriculture.

Which business areas is Evaristus most experienced in?

Evaristus is most experienced in business areas like Research and Development (R&D), Information Technology (IT), and Product Development. Evaristus also has some experience in Business Intelligence and Operations.

Which industries has Evaristus worked in recently?

Evaristus has recently worked in industries like Pharmaceutical, Automotive, and Energy.

Which business areas has Evaristus worked in recently?

Evaristus has recently worked in business areas like Business Intelligence, Research and Development (R&D), and Information Technology (IT).

What is Evaristus's education?

Evaristus holds a Doctorate in Physics from University of Bonn, a Master in Physics from University of Yaounde 1 and a Bachelor in Physics from University of Yaounde 1.

Does Evaristus have any certificates?

Evaristus has 6 certificates. Among them, these include: Big Data Analytics On AWS, Blockchain Basics And Smart Contracts, and DevOps On AWS.

What is the availability of Evaristus?

Evaristus is immediately available full-time for suitable projects.

What is the rate of Evaristus?

Evaristus's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.

How to hire Evaristus?

To hire Evaristus, click the Meet button on the profile to request a meeting and discuss your project needs.

Average rates for similar positions

Rates are based on recent contracts and do not include FRATCH margin.

1200
900
600
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Market avg: 860-1020 €
The rates shown represent the typical market range for freelancers in this position based on recent contracts on our platform.
Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.