Salma EL KORCHI

- Made the chatbot available through Swagger for integration into the mobile application. - Integrated Machine Learning models to predict the best charging periods based on energy prices and carbon footprint. - Developed from scratch an intelligent chatbot based on LLMs (Large Language Models), integrating prompt engineering, allowing users to interact in natural language to consult energy prices, schedule, and control the charging of electrical devices.

- Fine-tuning of an LLM model of the 'Master Mind' type to retrieve a response to a prompt by querying the appropriate RAG - Implementation of the Retrieval and Generation of Information (RAG) method on each segment to obtain an accurate response to a prompt using SLM models - Preparation, preprocessing, and segmentation of tax data into sub-segments - Data collection and structuring of medical reports (Data Gathering) - Development of a chatbot to analyze responses and generate conclusions - Modification of the Speech To Text to create an LLM for verifying the speech of SNCF agents - Documented the firmware of an AXELIFE pOpmeter developed in C#, adhering to the IEC 62304 audit law - Designed the architecture of both the firmware and software of the AXELIFE pOpmeter

- Developed ML models that predict odors in the air - Uploaded data from MQTT server and integrated these ML models with the MQTT server in real time - Provided live odor predictions, and real-time probability estimates for each E-Nose station - Enabled users to monitor the results through MQTT server via a dedicated app

- Collaborated on the thesis of Vietnamese Ph.D. students - Offered solutions for thesis-related issues in the fields of AI, Cybersecurity, and Blockchain

- Developed a QR Mobile App to promote the company and help its customers - Developed a Messaging Management system to sort maintenance intervention reports - Improved knowledge and skills in biomedical field

- Performed preventive and corrective maintenance on biomedical devices (radiology, medical imaging, operating devices, pediatrics, Intensive Care Unit, laboratory) - Discovered different services of the hospital - Mission : performed quality control on defibrillators of the CHU - Study : How is biomedical maintenance organized in a CHU ?

- Performed preventive and corrective maintenance on biomedical devices - Performed quality control on biomedical devices - Discovered different services of the hospital - Study : Placed biomedical devices in a CHU and calculated their cost estimation

- Performed preventive and corrective maintenance on radiology devices - Discovered different services of the Oncology Center - Prepared chemotherapy medication in the refrigerators and configured it systems

- Visited different services in the institute - Assisted biomedical technicians in their maintenance of laboratory automation