Leading end-to-end (scoping, design, development, testing, deployment, and monitoring) implementation of AI/ML solutions that drive significant business benefit.
Coaching management, business lines and development teams through change management and adoption related to AI/ML transformation.
Applying agile project management practices in the delivery of an innovation or transformation project or initiatives.
Experience
Team Leader Across Multiple Locations:
Leading end-to-end (scoping, design, development, testing, deployment, and monitoring) implementation of AI/ML solutions that drive significant business benefit.
Coaching management, business lines and development teams through change management and adoption related to AI/ML transformation.
Applying agile project management practices in the delivery of an innovation or transformation project or initiatives.
Natural language processing:
Document classification and Data Extraction for structured/unstructured documents like tax form, contract documents or email buddy, using Stanford NLP and Spacy.io, fastai ulmfit.
Azure Cloud OCR cognitive service & Google Cloud Document AI:
use the service to transform the scanned handwritten documents into text for key-value extraction.
Predictive analysis:
Data classification, forecast the future outcomes based on historical data.
Anomaly detection:
Detects anomaly in satellite image with ArcGis
Detects user network non-usual activities using Isolation Forest H2O.
Computer vision machine learning:
Object detection and tracking for video in real time processing
Satellite image segmentation and classification with 3D geometry data
Classify scanned documents and perform signature extraction, identification, checkbox recognition and Table extraction using Keras, Tensorflow.
Education
PhD in Computer Science (ENISE - UJM) France.11/2009 - 10/2012
Recognition and localization of buildings images using Machine Learning. (decision tree, random forest, SVM using Matlab )
Visibility analysis in 3D spatial data. (Matlab)
Master 2 GIS (UJM) France.11/2008 - 10/2009
Geolocation and Time Series Analysis of moving objects using a web solution. (Kalmen filter)
