Raphaël Perri

AI Researcher

Beijing, China1 yr 11 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in Machine Learning and Bioinformatics.
  • Proven leadership in project management roles.
  • Strong analytical skills in data-driven environments.
Stackforce AI infers this person is a Machine Learning Engineer with expertise in Healthcare and Data Engineering.

Contact

Skills

Core Skills

Machine LearningBioinformaticsResearchStrategic PlanningConsultingData AnalysisData EngineeringAuditingComplianceLeadershipProject ManagementClient Relations

Other Skills

Data CleaningDeep LearningGraph Neural NetworksData ProcessingModel TestingResearch AnalysisInformation SharingAI AutomationBenchmarkingBehavioral EconomicsDashboard DesignData Pipeline DevelopmentAWSData ExtractionAgile Development

Experience

Moleculemind

2 roles

Machine Learning Engineer

Jul 2024Present · 1 yr 8 mos

AI Research Intern - Bioinformatics & Protein Modeling

Aug 2023Jul 2024 · 11 mos

  • In the AI Department, I am working on a 12-month Master's thesis project to predict interactions between proteins and substrates. For this endeavor, I have:
  • Cleaned and prepared biological data for analysis, ensuring data quality and usability
  • Designed Deep Learning models to study protein-substrate interactions, using large language models (LLMs) and Graph Neural Networks (GNNs)
  • Developed and maintained a data processing and prediction pipeline, facilitating efficient data analysis and model testing
Data CleaningDeep LearningGraph Neural NetworksData ProcessingModel TestingMachine Learning+1

Embassy of france in china

Intern - Higher Education, Research, and Innovation

Jun 2023Aug 2023 · 2 mos · Beijing, China

  • In the higher education and science division (Pole Enseignement Supérieur, Recherche et Innovation), my role included:
  • Enhanced strategic planning for educational development by conducting comprehensive cartography of higher education in China
  • Benchmarked key academic entities in the Humanities and Social Sciences sectors in China against global counterparts by conducting in-depth mapping and analysis
  • Contributed to a better understanding of China's academic landscape by creating research profiles that encompass multiple scientific disciplines and universities
  • Improved information sharing on scientific developments in China by building an AI-automated tool for newsletter generation
Strategic PlanningResearch AnalysisInformation SharingAI AutomationResearch

Simon-kucher

Associate Consultant

Mar 2022Jul 2022 · 4 mos · Geneva, Switzerland

  • Participating in the repricing of a Swiss private bank, I have:
  • Analyzed client data to provide insights on the different streams of revenue for the bank's private banking division
  • Conducted a benchmark of Swiss private banks to compare the client’s offer to competitors and determine potential opportunities
  • Participated in the creation of the new fee schedule using behavioral economics concepts to present the fee structure to the bank’s clients
  • Designed a foreign exchange (FX) dashboard for the top management to give visibility on forex revenue and easy call to action
  • Participated in and documenting workshops, and client meetings, as well as preparing presentations
Data AnalysisBenchmarkingBehavioral EconomicsDashboard DesignConsulting

Bmw group

Data Scientist/Engineer

Sep 2021Feb 2022 · 5 mos · Munich, Bavière, Allemagne

  • As an intern in the Artificial Intelligence and Machine Learning for Powertrain Development Division, I have:
  • Analyzed the root cause of quality problems of powertrain components in the development phase with machine learning models
  • Automated the ingestion of data by developing and improving a data pipeline on AWS (Glue, Lambda...) with PySpark
  • Reduced the cost of cloud resources through the management of the whole lifecycle of a data pipeline using Infrastructure as Code with Terraform on AWS
  • Automated the detection of outliers by building a fully automated Machine Learning pipeline on AWS
  • Benchmarked different unsupervised, semi- and supervised ML algorithms regarding the accuracy for predicting breakdowns
Data AnalysisData Pipeline DevelopmentMachine LearningAWSData Engineering

Allianz

Data Engineer

Apr 2021Aug 2021 · 4 mos · Paris, Île-de-France, France

  • In the Actuarial & Risks Squad, I was in charge of implementing automated solutions to extract data and make it available for consumption as well as working on a Machine Learning project:
  • Needs analysis through interviews and meetings, redaction of a comprehensive report
  • Benchmark to find the best solutions and Python scripts implementation in Agile development
  • 3-month project: Building a fraud detection Machine Learning algorithm
Data ExtractionMachine LearningAgile DevelopmentData Engineering

Confédération nationale des junior-entreprises

Auditor

Jan 2021Aug 2021 · 7 mos · France

  • Being an auditor at the National Confederation of Junior Enterprises is above all passing a very demanding recruitment process, composed of a written and oral test as well as a training weekend with a global selection rate of 7%. An Audit lasts one day, during which I must among other things:
  • Analyze the functioning of the Junior-Enterprise:
  • Control of the respect of the legal regulations
  • Audit the processes (Strategy and Management, Commercial Activity, Human Resources Management, Legal and Regulatory regulations)
  • Audit the missions carried out by the structure:
  • Verification of the deliverables and the good execution of the missions
  • Control of the administrative consistency of the documents
  • Control of the ethics of the study
  • Advise the Junior-Enterprise :
  • Bringing solutions to the problems the structure faces
  • Give them advice for each process
AuditLegal ComplianceProcess ControlAuditingCompliance

Centrale nantes études

2 roles

President

Mar 2020Feb 2021 · 11 mos

  • For an entire year, I became the President of Centrale Nantes Études. At this position, I represent the Junior-Enterprise of Centrale Nantes to our partners, our clients, and the National Confederation of Junior-Enterprises (CNJE). I also have to coordinate our team of more than twenty members in order to reach the objectives we have set for this year, that we have defined after create the first 3-year strategy for our association.
Team CoordinationStrategic PlanningLeadershipProject Management

Project Manager

Sep 2019Feb 2021 · 1 yr 5 mos

  • Working as Project Manager at Centrale Nantes Études, my job is to manage a team to realize the client project as efficiently and quickly as possible. For every engineering project, my missions are to clearly identify clients’ requests, create a commercial offer that answers their demands, recruit and manage a team to ensure the project is going the right way, and deal with administrative follow-up. Every project is unique and requires excellent adaptation skills to monitor every type of project. Those various tasks boosted my reactivity and organization. It made the Junior-Enterprise a truly professionalizing experience.
Project ManagementClient CommunicationTeam ManagementClient Relations

Education

Tsinghua University

Master's degree — Computer Science

Sep 2022Aug 2024

Centrale Nantes

Master's degree — Engineering

Sep 2019Aug 2024

Lycee Fabert

Preparatory Classes — Mathematics

Sep 2017Aug 2019

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