
Victor Heng
Data Engineer & Developer | Cloud (Azure, AWS)
Salaire / Taux journalier
Paris, France
Freelance, ouvert au CDI
Peut venir sur site
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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.
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