Amira Lessigue

Experience

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  National Company of electricity and Gas Tunisia (STEG)

  Jul 2017 - Jul 2017

  Embedded systems Intern

  My task was to design and develop an Embedded battery level controller using PIC microcontroller to control the Voltage level and eventually charge the batteries whenever the voltage crosses a certain threshold.• Design and development of a battery level controller • Skills demonstrated: PIC16F77a microcontroller, ISIS/PROTEUS

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  Smart waves technologies (SWATEK)

  Jun 2018 - Jun 2018

  Embedded Systems Intern

  I was introduced to a team project: 'Building a smart wheelchair'. This project suggests a security system of wheelchair users by monitoring real-time measurements of battery level, stability, and ambient climate factors.• Accomplishing the Embedded part of an IoT-based smart wheelchair• Developing the Code of the embedded system in C++ on Node MCU microcontroller • Realization of the battery level controller using IoT sensors and electronic devices• Collecting data from the wheelchair, sending and storing them to a database • Developing an admin panel web application for managing users accounts in HTML5, CSS , PHP, Javascript, and SQL• Skills demonstrated: Node MCU V3 microcontroller, IoT sensors, MySQL/PHPMyadmin, HTML5, CSS , PHP, Javascript عرض أقل

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  Extentia Information Technology

  Feb 2019 - Jul 2019

  Deep Learning Intern

  • Developed a POC Chatbot from scratch using Deep Learning technologies• Realized Data gathering and Data preprocessing in python using Natural Language Processing ( NLP )• Accomplished the Training and testing phases of the model on Google Colab platform, using TensorFlow framework• Accomplished mini-projects on Image Classification, Data Augmentation, Word Embedding, Regression on TensorFlow and Keras.• Presented interpersonal and communication skills to demo new technologies to clients• Skills demonstrated: Deep Learning, Python, TensorFlow / Keras, RNN / LSTM, Google Colab, communication skillsAs well as I demonstrated both my technical and soft skills which were rewarded, in the end, by my mentors and seniors with appraisals and promotion for the great job accomplished عرض أقل

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  Robert Bosch | Farming Revolution GmbH

  Aug 2020 - Jan 2021

  Deep Learning Intern

  The first 3 months of this internship were accomplished within Robert Bosch. • Enhancing inference performance of AI-based robots dedicated for semantic segmentation task; plants classification by: - Upgrading obsolete software libraries i.e., TensorRt, Cuda, CudNN to newer versions. - Upgrading from UFF to ONNX as an intermediate Neural network representation. - Converting tf2onnx library from python3.5 to python2.7• Deploying Neural Networks on heterogenous processing units: GPU and Deep Learning Accelerators DLA.• Calibrating and quantizing Neural Networks to INT8 precision in C++.• Flashing Nvidia’s Jetson Xavier with the newest Jetpack.• Deploying and testing solution on Nvidia’s Jetson Xavier• Skills demonstrated: C++, ROS, python, linux, Git, TensorRT عرض أقل

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  Koïos Intelligence

  Oct 2021 - now

  Data Scientist

  • Lead developer of a chatbot for agriculture insurance (built for an internal proof of concept as a sales tool). Implement the business requirements after interfacing the data science and business teams and formalizing the specs.• Design and implement new features for agriculture insurance bots, as well as new questions forms, using RASA and Python.• Design and implement new features in production to existing client’s bots, such as conversation searches and reply capabilities, using RASA and Python; enable the bot to handle human-like conversations, with the aim to improve conversation flow.• Train and test models on new datasets to enable the bot to handle human-like conversations.conduct a unit test, integration test, and core test for each new feature. عرض أقل