CV_TECH Project Summary** Context:The CVTech project aimed to optimize consultant selection using an internal CV database. As part of Ridcha Data, I developed solutions for extracting, analyzing, and matching candidates with job offers, improving the sales team's efficiency and aligning client needs with expert profiles. We utilized various Google services.* Achievements:Data Organization and Modeling:Structured and modeled data for analysis.Information Extraction from CVs:Developed pipelines to upload CVs to Google Cloud Storage.Created ETL DAGs and CI/CD pipelines.Annotated CVs for information extraction.Built and deployed models using OCR and Vertex AI.Candidate-Job Matching:Implemented a matching engine for CVs and job offers.Scaled processes for consistent results.Documented results and processes.Front-End Development:Designed a React.js dashboard with MUI, including light/dark mode.Developed pages for importing LinkedIn profiles, uploading files, listing extracted CVs, and downloading plain text.* Methodology:Agile-Scrum for iterative development.CRISP-DM for data mining.* Technical Environment:Version Control: Git, GitLabInfrastructure as Code: TerraformProgramming Languages: Python, JavaScript (React.js)Google Cloud Services: Vertex AI, AutoML, JupyterLab, BigQuery, Pub/Sub, Dataflow, Cloud ComposerFront-End Tools: React.js, MUI, Redux, AxiosDatabase: FirebaseAPIs:LinkedIn API for URL uploadsFirebase API for file uploadsCustom Backend API for retrieving lists and textDOCX Generation API for downloading filesMachine Learning & Deep Learning: Various models and techniquesProject Management Tools: Jira, Confluence

Responsibilities and Achievements:Project Initiation and PlanningSystem Architecture and Design Website Development Odoo App IntegrationQuality Assurance Documentation and Training Maintenance and Support Result and Impact

Dashboard! We've redesigned our interface to provide actionable intelligence from the crypto derivatives markets. I've worked on a diverse range of projects within the cryptocurrency and fintech sectors, leveraging technologies like PHP, JavaScript, and TypeScript.Implemented robust data pipelines and delivered key performance indicators and key risk indicators for clients. Collaborated closely with cross-functional teams to develop and maintain web-based applications. Specifically, I developed and maintained various screens, managing the entire process from design to framework using Angular with TypeScript.Employed Agile methodologies to effectively manage development processes, ensuring the timely delivery of high-quality software.

Résultat : 570/1000Le TOSA est un standard international d'évaluation et de certification des compétences informatiques.La certification est disponible en 6 langues (Français, Anglais, Espagnol, Grec, Italien, Néerlandais).

Developed and maintained web-based applications utilizing PHP, Laravel, and JavaScript. Contributed to the design and implementation of new features and functionality. Collaborated with cross-functional teams to ensure the timely delivery of high-quality software.