Hello, I'm Nada
I transform complex data into strategic insights using Generative AI and LLMs. Specialized in audit automation and financial analytics.
About Me
I'm a motivated and dedicated Data Scientist with solid expertise in data science applied to audit and finance. My passion lies in leveraging Generative AI and Large Language Models to build innovative solutions.
Freshly graduated with a strong track record of excellence in both academic pursuits and professional internships across leading tech companies.
I excel at transforming complex data into actionable insights that drive strategic decision-making and process optimization.
Location
Paris, France
Languages
Professional Experience
Data Scientist
@SupervizorParis, France
- ▸Leading data science initiatives and AI-powered solutions for audit automation and compliance
- ▸Developing advanced machine learning models for financial data analysis and anomaly detection
Data Scientist Intern
@SupervizorParis, France
- ▸Realized two controls: one for obsolete account detection improving accounting data management, and another for identifying concealed fixed assets in expenses, optimizing compliance and asset tracking
- ▸Deployed LLM server and configured Datadog for monitoring
- ▸Developed intelligent system powered by LLM: From OCR Analysis to Text-to-SQL Generation for Compliance Test Automation
Data Engineering Intern
@SofiatechTunis, Tunisia
- ▸Designed and implemented clickstream data analysis pipeline on AWS, with data processing and integration via AWS Cloud9
- ▸Transformed data and used Amazon CloudWatch Logs Insights to extract relevant information
- ▸Created interactive dashboards and visualizations for actionable user behavior insights
Data Scientist Intern
@WaterSec (by Istidama)Tunis, Tunisia
- ▸Improved predictive model accuracy by 15% and reduced overfitting by 10% for water consumption pattern recognition using advanced preprocessing, cross-validation, and feature selection techniques
- ▸Increased user satisfaction by 10% and reduced water consumption by 15% by applying data analytics to optimize facility usage in gym showers
AI Engineer Intern
@CodeClauseTunis, Tunisia
- ▸Developed handwritten digit and gesture recognition projects using OpenCV, MediaPipe, PyAutoGUI, and PyTorch
- ▸Implemented computer vision and deep learning solutions for real-time gesture recognition
Data Scientist Intern
@TunisairTunis, Tunisia
- ▸Optimized aircraft energy efficiency while reducing costs by 15% using predictive modeling with linear regression and decision trees
- ▸Improved operational decision-making by 10% using EDA and data visualization with Matplotlib and Seaborn
Projects
Advanced Search & Recommendation Engine for E-commerce
E-commerce system with content-based recommendations using TF-IDF, word embeddings, and deep text search
- ▸Created a content-based recommendation system using TF-IDF, word embeddings, PyTerrier, Sentence-BERT, and Deep Text Search
- ▸Generated personalized recommendations by exploiting user behaviors and product attributes, while providing accurate and multilingual search results
Tennis Analysis System
Video analysis system for measuring player velocity, ball speed, and shot count using computer vision
- ▸Implemented a video analysis system using Python, YOLOv8, and CNNs to measure player velocity, ball velocity, and shot count
- ▸Fine-tuned player, ball, and court key point extraction models using PyTorch, Pandas, NumPy, and OpenCV
Tweet Sentiment Classification System
Multi-model sentiment classification achieving 83.6% F1 score on tweet data
- ▸Developed a tweet classification system using various models such as LSTM, BERT, RoBERTa, and ConvBERT
- ▸Optimized performance with BERTweet to achieve an F1 score of 83.6%
More projects available on my GitHub profile
SKILLS
With a knack for quick learning, I focus on mastering many skills and technologies needed for Data Science and AI.
Python
Advanced
SQL
Advanced
R
Proficient
Java
Proficient
CONTACT ME
Have a question or want to work together? Feel free to reach out!