Ismael - Ingénieur Télécom PYTHON

Experience

Deep Learning and Algorithms developer – co-creator AI based application
Paris JAN. 2020 – FEV. 2020 (2 months)
- Build a deep learning service for a B2C application helping to eliminate automatically and exclude
the background from any merchandise photo. Additionally, do a better job of preserving object
boundaries.
- Perform the best instance segmentation product with the highest quality and exactness with full
controlling using deep learning.
Technologies: Python, OpenCV, GCP, MongoDB, TensorFlow, pytorch, Docker, Linux, Git.
Research and Development / Machine Learning Engineer – SAMSUNG SDS Co. Ltd R&D / HARMAN
connected services, PARIS JAN. 2018 – DEC. 2019 (2 years)
- Top performer engineer in the team that drives the development of Samsung's Bixby engine for
understanding the French Language.
- Microservice Lead developer that understand complex time expressions.
- building and modelling Database.
- Collaborate with research engineers in the USA and HQ.
- Helping developers and factoring tasks for team members.
- Acquiring and bringing structure to data to use in advanced natural language generation apps.
- Applying deep learning algorithms for some NLP tasks.
Technologies: Python, Java, Apache Spark, AWS(S3, EMR,...), PostgreSQL, PostGIS, TensorFlow, Bash,
Gradle, Docker, Jenkins, Linux, Git.

Software Developer, – SOFTBANK ROBOTICS EUROPE, PARIS
JUL. 2016 - DEC.2017 (1 year and 6 months)
- Technical analysis, programming, and supporting DSI continuous delivery pipeline that assists the
orchestration of developments and deployments.
- Developing frameworks and modules, mainly in Python that integrate with the ESB (Enterprise Service
Bus) APIs and facilitate the processing of data arriving from several systems.
- Writing Automated Tests / Mocks with Python.
- Building validation tools around DSI systems.
Technologies: Python, SQL, Jenkins, AWS, Docker, Ansible, Linux, Bash, Git.

Algorithm/Data scientist, – SAINT-GOBAIN, PARIS
JAN. 2016 – JUN.2016 (6 months)
- Collaborate with two research scientists to design and develop a data-driven intermediation engine
for a new structure within the company.
- In charge of the ranking and matching algorithms for a French business partnership.
- Algorithms development mainly with Python Stack resolving data science challenges.
- Data modelling/ structuring and data stack architecture participation.
Technologies: Python, Spark-python, Hadoop, SQL, Git, Linux.