Victor Heng

Data Engineer & Developer | Cloud (Azure, AWS)

Salaire / Taux journalier

Paris, France

Freelance, ouvert au CDI

Peut venir sur site

Expertises

PythonMicroservicesData EngineeringDatabricksAzureBig DataTest Driven DevelopmentClean ArchitectureDéveloppement FullstackDatadogClean CodeRESTful APIsMavenGitHubScrumJiraScalaAWS

Langues

ChinoisAnglaisFrançais

À propos

Introduction

Data-driven Software Engineer with 8+ years of experience delivering tailored solutions across cloud platforms. Specialized in Python, Scala, AWS, Azure, and Databricks with proven expertise developing end-to-end data solutions. Bring a unique blend of technical skills and business acumen to transform complex data challenges into valuable insights for your organization.

Liens

Expérience de travail

Senior Data Engineer

Groupe TF1Freelance

déc. 2022 - mai 2025

2 ans 6 mois

92100 Boulogne-Billancourt, France

Finance and Accounting Reporting and Application - Orchestrated ingestion pipelines from SAP, Oracle and Delta - Led development following multi hop architecture - Refactored and optimized core project thus reduced refresh time - Configured Azure DevOps CI/CD, Datafactory, Cloud services, monitoring and alerts - Ensured quality code coverage and development best practices - Migrated tables to Unity Catalog Functional - Followed up with PO to ensure quality deliveries and organized epics, user stories and tasks

Data Consultant (Engineer, MLOps)

ALTEN Canada Delivery Center

sept. 2021 - nov. 2022

1 an 3 mois

Montréal, QC, Canada

- Provided technical consultations for clients to identify technology needs, costs and plans to implement Cloud and Big Data solutions (fixed-price contract); > [Telecom] Migrated ML and Data projects from On-Premise to Cloud solutions - Migrated Machine Learning and data pipelines from on-premise to Cloud and Data platforms, refactored project to meet latest versions and requirements - Integrated Databricks features to enhance observability and to track production lifecycle of Machine Learning projects with MLFlow, configured Databricks Clusters and Tasks for job orchestrations and monitored alerts Tech.: Python, AWS, Spark, Databricks, Delta Lake, MLFlow, Confluent, Snowflake > [Aeronautics] Conceived OCR pipelines and dashboarding to reduce process downtime - Built pipelines solutions to automate unstructured data ingestion (batch, streaming, OCR) and optimize data quality and reduce process downtime Tech.: Python, pyTesseract, Keras, PySpark, Hortonworks, Hive, cron, PowerBI - Organized internal training sessions and presentations in “AI and Data”

Societe Generale Corporate and Investment Banking - SGCIB

sept. 2017 - août 2021

4 ans

Montréal, QC, Canada

Software Engineer

avr. 2019 - août 2021

2 ans 5 mois

Montréal, QC, Canada

• Developed a data factory solution from front-end to back-end that offers full capacities to extract, manipulate and restitute data flows • Mentored development team in North America and India by improving their skills, code reviewing, testing and ensuring best practices • Conducted workshops with technical and non-technical users to design new product features, UX prototypes and coordinated with global UX team to follow digital guidelines • Assisted business analyst activities by communicating and gathering requirements with sponsors, implementing processes to meet liquidity regulations • Integrated a chatbot that refers articles related to user question

Software Engineer

sept. 2017 - mars 2019

1 an 7 mois

New York, État de New York, États-Unis

• Initiated and developed a data factory solution from front-end to back-end that offers full capacities to extract, manipulate and restitute data flows • Promoted and implemented innovative use cases such as analyzing liquidity models using machine learning


Formation

ESIEE PARIS

Master of Engineering (M.Eng.)

2012 - 2017

5 ans 1 mois

Beijing Jiaotong University

Study abroad (Graduate Program)

2015 - 2016

1 an 1 mois


Licences et certifications

Databricks Certified Associate Developer for Apache Spark 3.0

Délivré le : janv. 2022

Certifié par Databricks

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