Ouafa Hachem
Summary
Motivated and results-driven Data Scientist with over 4 years of experience. I have taken part in the creation of a startup data product from scratch through acquisition, then to product scaling. My main interests include ML-Ops and data-driven storytelling, coupled with a keen focus on sustainability and a passion for creating a positive impact through technology.
Overview
5
5
years of professional experience
3
3
Certification
Work History
Data Scientist
Sensirion Connected Solutions GmbH
09.2020 - 06.2024
- Built a large-scale Data Product for industrial machine fault prediction and alerting
- Reduced vibration specialist workload by 50% by creating a machine failure report generator from idea to deployment
- Developed an ML-Ops Pipeline for streamlining model creation for newly monitored machines
- Led a research project in partnership with Fraunhofer Institute on CNC machine condition monitoring
- Engaged in research and exploration for hardware requirements and product features by conducting customer interviews and discussing value delivery with machine vibration specialists and product managers.
Data Analyst Intern
ESPACE STEEL
01.2020 - 03.2020
- Led the process of digitalization of sales and production of modular buildings processes
- Created a sales dataset and implemented customer segmentation models for customer profiling.
Deep Learning Engineer Intern
OCP
02.2019 - 07.2019
- Developed a Computer Vision solution for real-time protective personal equipment detection algorithm to enforce security in industrial sites.
Education
Engineer Degree - Telecommunication And Information Technology Engineering
INPT
Rabat, Morocco 2019
Preparatory Classes For Engineering Schools - Mathematics, Physics And Engineering Science
CPGE Reda Selaoui
Agadir2016
Skills
- Programming: Python, SQL, OOP, Unit Testing, R, Streamlit, Docker, Terraform
- Machine Learning: Image Processing (OpenCV, PyTesseract, YOLO, ResNet, Mask RCNN), NLP, Anomaly Detection, Forecasting, Clustering, Classification, Regression, TensorFlow, Keras, scikit-learn, Transfer Learning
- MLOps: CRISP-DM model, DVC, MLflow, CI/CD, Poetry, Amazon Sagemaker, AWS Glue, AWS Lambda, TensorBoard, Kubeflow
- DataOps : AWS (Sagemaker, Kinesis, Lambda, step functions, EventBridge, Redis, Opensearch, Athena, Iceberg, Glue, Lake Formation, S3, DynamoDB), Pyflink, Airflow, Luigi Streamlit, Plotly
Certification
- ISO 18436-2 Vibration Analysis: Category 2 (Mobius Institute)
- AWS Certified Solution Architect - Associate
- AWS Certified Machine Learning - Specialty
Languages
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Work Preference
Work Type
Full TimeWork Location
HybridRemoteOn-SiteImportant To Me
Career advancementWork-life balanceCompany CulturePersonal development programsWork from home optionTeam Building / Company RetreatsStock Options / Equity / Profit SharingHealthcare benefitsPaid time offFlexible work hoursPaid sick leave4-day work weekLanguages
English
Advanced (C1)
French
Upper intermediate (B2)
German
Elementary (A2)
Arabic
Bilingual or Proficient (C2)
Interests
Sustainability
Human Behavioural science
Generative AI
Hobbies
* running
* reading books
* cooking
* dancing
Timeline
Data Scientist
Sensirion Connected Solutions GmbH
09.2020 - 06.2024
Data Analyst Intern
ESPACE STEEL
01.2020 - 03.2020
Deep Learning Engineer Intern
OCP
02.2019 - 07.2019
Engineer Degree - Telecommunication And Information Technology Engineering
INPT
Preparatory Classes For Engineering Schools - Mathematics, Physics And Engineering Science
CPGE Reda Selaoui
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