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Faten B.
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Faten B.

Data Scientist | Biosignal ML | Time-Series | Sensors | Wearables

✨ Upwork Expert-Vetted & 𝐓𝐨𝐩 𝐫𝐚𝐭𝐞𝐝 𝐩𝐥𝐮𝐬 (Top 1%) ✨ 100 % Job Success in large Projects Senior Data Scientist with a combined 6+ years of experience [𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞, 𝐒𝐨𝐜𝐢𝐚𝐥 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲, 𝐓𝐨𝐮𝐫𝐢𝐬𝐦, 𝐅𝐢𝐧𝐭𝐞𝐜𝐡 Industries] I help businesses maximize their growth potential through data-driven solutions and assist Tech teams to build robust ML solutions from real-world Sensors and Time Series data. I specialize in Feature Engineering, Event Detection, and Predictive Modeling, with a strong focus on model reliability and uncertainty estimation. I also deliver clear Technical Reports, Presentations and decision focused documentation that bridge research and product. EXPERTISE - Research | Custom Technical Reports (Text + Figures + Interpretation) | Code/Scientific Documentation. - Data Analytics: Data Cleaning, Exploratory Analysis, and actionable Insight generation. - Designing, Training and Evaluating AI/Machine Learning models. - Collecting, Cleaning and Managing data and databases. - Developing the data and result into a format easily representable to other employees, investors, and other researchers. SKILLSET ✅ Time Series Analysis (Sensors/ Signals, Accelerometer ...) ✅ Biological Signals: Heart and Breathing, Temperature, Muscle activity, Brain activity, Blood Pressure, Oxygen levels and Body Composition. - Trend/ Behavioral Analysis and Profiling. - IoT/Sensor Data Diagnostics - Anomaly Detection - Exploratory Data Analysis - Scoping sessions and Data‑Quality assessments ✅ Python (Pandas–Scikit-learn–Numpy–Scipy, Seaborn–Keras–Pytorch–TensorFlow). ✅ R (ggplot2–dplyr–tidyr –caret–Shiny–Tidyquant). ✅ Machine Learning Algorithms (PCA, K-means, Random Forest, XGboost, Logistic Regression, SVM, etc..). ✅ Deep Learning (Neural Networks, CNN, RNN, ...) also the tools: - SQL/No-SQL: MongoDB, MySQL. - Tableau | Power BI. - MATLAB | R-studio. - Git - C/C++ I'm adaptable, quick, and reliable, with a sharp eye for details and excellent communication skills (6 languages). I'm eager to help you solve any data science challenges you might have. ------------------------------------------------------------------------------------------------------------------------- Testimonials from some of my clients: ✨ "Working with Faten was effortless. She is dependable, while also incredibly collaborative. Her dedication to work and ability to deliver consistently on-time and beyond expectations render her invaluable for any project. I highly recommend Faten to anyone seeking a skilled, reliable and communicative Machine Learning Engineer and or Data Scientist for their next initiative." ✨"Faten is very professional - prompt feedback, clear communication, and easy to work with. Would recommend working with Faten on ANY project!" ✨"It was an absolute pleasure to work with Faten. She is super clear on communication and has a creative curiosity about all projects. She is a brilliant soundboard and fits into the projects, regardless of where she is asked to assist. She always adds value. I will recommend her without reservation"

🇩🇪Trier, Germany$200/hr100% JSS5.00 (6)Since Nov 2021

Earnings and projects

MRR
$159

Last 6 months ÷ 6

World#121,400 / 412k
🇩🇪Country#933 / 3,842
Revenue, last 30 days
$0

Last 6 months: $957

Total earnings
$178k

Billed in all: $187k

World#18,381 / 412k
🇩🇪Country#121 / 3,842
Per project
$18k

$957 in the last 6 months

World#7,173 / 412k
🇩🇪Country#39 / 3,842
Projects, last 6 months
1
0% fixed100% hourly
World#128,092 / 412k
🇩🇪Country#1,059 / 3,842
Projects in all
10

Across 11 contracts

27% fixed73% hourly
World#201,797 / 412k
🇩🇪Country#1,782 / 3,842

Earnings, last 30 days

$187kNothing earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$184k$186k$188k$190kOct 8Oct 23Nov 7

Skill rankings: Top 18% in Data Science Consultation

Ranked by MRR among everyone on Upwork with the skill.

  1. #5Wearables Software12 freelancers · 🇩🇪 #1Top 42%
  2. #8Feature Extraction42 freelancers · 🇩🇪 #1Top 19%
  3. #33Data Science Consultation188 freelancers · 🇩🇪 #4Top 18%
  4. #33Time Series Forecasting110 freelancers · 🇩🇪 #3Top 30%
  5. #36Classification131 freelancers · 🇩🇪 #1Top 27%
  6. #36Sensor108 freelancers · 🇩🇪 #2Top 33%
  7. #56Time Series Analysis255 freelancers · 🇩🇪 #1Top 22%
  8. #99Neural Network501 freelancers · 🇩🇪 #2Top 20%