About Abdelkader
Data Science & Software Engineering
5+ years’ hands-on project experience
Energetic and self-directed, I understand the whole data chain process to help you solve hard analytics problems.
Master of Science (MSc) in Statistics equivalent (Engineering degree) at ENSAI – National School for Statistics and Data Analysis, France
Specialization in computer science - Big Data Analysis
Double skills: Data Science / Software Engineering
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- AI SwitchFounder & AI ExpertFebruary 2023 - Today (3 years and 4 months)Paris, FranceWith over 10 years of experience in Artificial Intelligence, our mission is to deliver personalized, high-impact AI solutions. Our team of experts brings extensive expertise in MLOps and AI strategy, working closely with clients to design and implement innovative solutions precisely tailored to their needs.- Gather a team of top AI experts- Develop cutting-edge solutions across various sectors to drive real-world impact- Define custom AI products that address specific challenges and goals for our clients Our goal is to make AI accessible, practical, and transformative for every business we partner with.
- European Patent OfficeSenior Machine Learning EngineerJanuary 2022 - Today (4 years and 5 months)Paris, FranceIndra is one of the leading global technology and consulting companies and the technological partner for core business operations of its customers world wide.- Migrate ML stack from on-premises to GCP✓ Vertex AI, GCP, GCS✓ Kubeflow, Kubernetes✓ Terraform, GitHub Actions- Build & maintain Computer Vision models Object detection, Optical Character Recognition (OCR), image classification, image rotation✓ PyTorch, EasyOCR, Yolo, Tesseract, FastAI- Develop & maintain NLP models (Word2vec) on large text corpus✓ Vector database (Milvus)✓ Python, Kubeflow, Ray, Aiohttp, Kubernetes, Jenkins✓ Word2vec, nltk
- TinycluesSenior Machine Learning Engineer & Team LeadTECHJuly 2020 - Today (5 years and 11 months)Paris, Île-de-France, FranceTinyclues is a Campaign Intelligence solution that enables B2C marketers to focus on strategy and deliver on their business goals, by offering them a unique targeting & planning experience powered by deep learning.∎ Team Lead Machine Learning- Define vision, objectives and key results- Collaborate closely with stakeholders and other teams- Accelerate and manage the delivery- Foster best practices (documentation, communication...)∎ Develop and maintain the predictive stack✓ Recommender systems , Model calibration, Hyperparameter Tuning, Feature selection, Deep Learning, Logistic Regression✓ Airflow, Kubeflow,✓ Kubernetes, Apache Spark∎ Migrated the ingestion stack from AWS to GCP✓ DBT, BigQuery, Elasticsearch✓ Airflow (Composer), Serverless✓ Python, Terraform∎ Migrated the predictive stack from AWS to GCP✓ Python, Tensorflow, TFX✓ AI Plateform, Vertex AI, Dataflow✓ Terraform∎ Implemented Release Management Process✓ Docker, CI/CD, Circle-ci, Git Flow
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Education
- Master of Science (MSc) equivalent (Engineering degree)Ecole nationale de la Statistique et de l'Analyse de l'Information2016Top French Engineering School in Data Mining and Data Science. Data Scientist specialization ✓ Statistics: Machine Learning, Neural Networks, Web Data Mining, Computational Statistics, Multivariate Statistics, Time Series, Nonparametric Statistics, Econometrics, Sampling, Regression ✓ Computer Science: Semantic Web, Data Warehouse, Software Engineering, Cryptography, Computer Network, Operating System, Distributed Computing, Client-Server model, Cloud Computing ✓ Econometric: applied econometric, non-parametric econometric, contemporary economic problems analysis, macro-economic, micro-economic ✓ Langage: R, SAS, C, C++, Java, SQL, Python