María Florencia Ardanaz

Automated Candidate Selection System Based on Machine Learning: web scraping for data collection (BeautifulSoup, Selenium); data stored and queried in SQL; NLP processing with NLTK and SpaCy to identify and classify soft/hard skills; ML models (TF-IDF, word embeddings) for keyword extraction and profile matching; supervised models for candidate prioritization; dashboards with Pandas/Matplotlib and PDF reports with ReportLab; recruiter interface (Discover Talent).

Functional Analyst SR at Medicus

Analysis and survey for development of improvements; creation of use cases, user stories, and technical/functional documentation. Project tracking with Jira. Development of functional tests, integration tests, acceptance tests, and smoke tests in QA and production environments. Agile methodologies. Characterization of chatbot improvements: analysis of absence-related metrics, and improvements to current chatbot communications regarding canceled appointments and scheduling.

Functional Analyst SR at Emerix

Analysis and survey for the development of improvements to the SETTLEMENT SYSTEM (Payroll/Settlement) project. Development of functional tests, integration tests, acceptance tests, and smoke tests in QA and production environments. Agile methodologies. Implementation support and corrective action planning.

LMS Customization Projects at LMS / LKM

Customization projects within LMS: rule configuration, profile creation, and automatic course assignment to new entrants based on profiles; course material creation.

IT Analyst SR at SMS Sudamérica

Functional requirements analysis for integration between SAP HANÁ, JANIS, and VTEX applications. Documentation and testing activities across the integration.

IT Analyst SR at Cono Sud America

Functional requirements analysis and system integration considerations for SAP HANÁ, JANIS, and VTEX applications.

Automated Candidate Selection System Based on Machine Learning: Web Scraping for Data Collection; Databases: SQL for storing and querying profiles; Text Processing: NLP (NLTK, SpaCy) for identifying and classifying soft and hard skills; ML models for profile matching and filtering; Visualization and Reporting with Pandas, Matplotlib, ReportLab; Interface for recruiters (Discovery Talent).

Functional Analyst Sr at Vital

Analysis and survey for the development of improvements. Use cases, user stories, technical and functional documentation. Agile methodologies.

Functional Analyst Sr at SMS Sudamérica

Analysis and survey of functional requirements. Functional flow charts, process diagrams, roadmaps, use cases; design of test cases; training for users.

Functional Analyst Sr at Confluence

Functional discovery of SAP Hana, Janis, and VTEX integrations. Use case design; functional test matrices; integration, acceptance, and smoke tests in QA and production environments.