Mouhamadou Gaye
Software Engineer – Data Platform
Clichy
Profil professionnel
Experienced Software Engineer with a focus on backend development and data engineering for AI platforms. Currently contributing to the development of data transformation pipelines and integration of multiple data sources in a no-code/low-code AI platform. Skilled in Apache Spark, REST API development, and building scalable systems. Enjoy collaborating with cross-functional teams to improve system performance and enhance deployment efficiency. Committed to finding practical solutions to complex technical challenges and continuously learning from experiences to improve the overall platform.
Vue d'ensemble
3
3
years of professional experience
6
6
years of post-secondary education
Expérience
Software Engineer – Data Platform
DATATEGY
Paris
2022.09 - Actuel
- Contributing to the development of data transformation pipelines, connector integration, and orchestration for a no-code/low-code AI platform.
- Designed and implemented preprocessing components (Join, Concat, Split Rows, Split Columns, Cleaning, GroupBy, Pivot, Spark SQL) using Apache Spark.
- Built the dataset metadata engine, including semantic column detection and statistical profiling for data quality.
- Collaborated with teams to enhance the operation scheduler and flow DAG orchestration for efficient pipeline execution.
- Contributed to REST API development with Apache Pekko and Json4s for efficient data handling.
- Assisted with DevOps efforts to improve Docker image builds and the Spark microservice structure.
Software Engineering
DATATEGY
Paris
2022.01 - 2022.07
- Improved Spark execution reliability by implementing unit-tested, packaged preprocessing operations and connectors.
- Co-developed an image classification module with PyTorch and ResNet, integrating with MinIO for image storage and labeling.
- Implemented Spark transformations for preprocessing and connector functionality, improving system reliability.
Blockchain Software Developer
ORANGE SN
Dakar
2020.11 - 2021.07
- Contributed to the development of a blockchain-based monetary ecosystem for interoperability among mobile money operators.
- Issued a stable coin pegged to the FCFA and worked on on-chain/off-chain ramps for fiat-to-crypto conversion.
- Developed a mobile app with Ionic, backend services using Node.js and Django, and integrated Polaris for Stellar blockchain transactions.
Data scientist Intern
ORANGE SN
Dakar
2019.08 - 2019.11
- Implemented malware prediction models with feature extraction from executable files.
- Trained and compared classification models (Logistic Regression, SVM, Random Forest) for malware detection.
- Developed a web application with a Django backend to analyze files and predict malware status using the best-performing model.
Formation
Mastère spécialisé -
SIGMA Clermont
Clermont-Ferrand 2021.09 - 2022.07
Diplôme d'ingénieur -
Ecole Polytechinique de Thies
Thies 2016.11 - 2021.09
Compétences
- Languages: Scala, Python, JavaScript
- Technologies: Apache Spark, Ionic, Nodejs, Django, Polaris, Stellar, Docker, Apache Pekko
- Data: SQL, Postgres, MongoDB, Cassandra, BigQuery, ElasticSearch
- Tools: Git, CI/CD, REST APIs, Kubernetes
- Machine Learning: Logistic Regression, SVM, Random Forest, PyTorch
- Cloud: Amazon S3, Google Cloud, Azure Blob Storage
- Blockchain: Stellar, Cryptocurrency, Smart Contracts
Personnalisé
- Drawing
- Playing Guitar
- Writing comic
- Playing Chess
- Football
- Volleyball
Informations complémentaires
- Art: Drawing realistic portraits, anime characters, and practicing 2D animation.
- Music: Creating music with software, and playing guitar and piano.
- Sports: Playing football weekly.
- Reading: Passionate about history, politics, and exploring various books.
Langues
Français
Langue maternelle
Anglais
Bilingue
Espagnol
Notions
Chronologie
Software Engineer – Data Platform
DATATEGY
2022.09 - Actuel
Software Engineering
DATATEGY
2022.01 - 2022.07
Mastère spécialisé -
SIGMA Clermont
2021.09 - 2022.07
Blockchain Software Developer
ORANGE SN
2020.11 - 2021.07
Data scientist Intern
ORANGE SN
2019.08 - 2019.11
Diplôme d'ingénieur -
Ecole Polytechinique de Thies
2016.11 - 2021.09