Omnia Consulting

• Led advanced data analytics projects, applying statistical modeling, machine learning, and data mining techniques.
• Architected and deployed scalable data pipelines for comprehensive data processing.
• Analyzed complex datasets to identify trends and insights, bolstering predictive modeling and statistical analysis.
• Designed, trained, and deployed ML models to address pressing business challenges.
• Executed A/B tests optimizing model performance metrics such as accuracy and precision.
• Developed data visualization dashboards, enabling stakeholders to make informed, data-driven decisions.
• Stayed updated with current data science trends and integrated best practices in analytics

Senior Data Scientist

Drowzee

• Led the product’s journey from conceptualization to market launch.
• Developed predictive models for medical datasets, including Time Series Forecasting and advanced Image processing using Python
and TensorFlow.
• Processed and prepared large datasets for effective data mining.
• Tackled challenges posed by imbalanced datasets to extract meaningful insights.
• Monitored ML models in production environments, ensuring optimal performance and reliability.
• Collaborated with cross-functional teams and managed relationships with external hardware contractors.
• Pioneered a real-time Neurofeedback protocol, enhancing sleep efficiency by 20% for 85% of users in 6 weeks.
• Advocated the company’s tech advantages in investor pitches, aiding in securing significant investments.
• Played a pivotal role in recruiting, from candidate screening to onboarding.

Data Scientist & Computational Neuroscientist 

Inria

• Worked under the mentorship of Dr. Fabien Lotte, contributing to the POTIOC team’s research initiatives.
• Designed a computational model to predict MI-BCIs user performance from brief 3-minute baseline recordings, achieving a 5% MAE.
This was achieved by integrating neurophysiological predictors with advanced machine-learning techniques.
• Devised and refined algorithms that predicted and enhanced the quality of subject training based on EEG data processing.
• Conducted rigorous experiments to corroborate the significance of identified neurophysiological predictors.

Data Scientist

My Size (NASDAQ: MYSZ)

• Pioneered the integration of Machine and Deep Learning algorithms, significantly enhancing the algorithm’s accuracy.
• Devised and deployed a deep learning network, reducing user errors and mitigating sensor artifacts.
• Spearheaded the transition of algorithm development from MATLAB to Python.
• Designed, implemented, and validated innovative signal processing algorithms; ensured real-world performance through extensive
testing.
• Conducted comprehensive research in data analytics, sensors, and signal processing, contributing to product improvement.
• Refined and optimized algorithms based on real-world data, simulations, and implementation considerations.
• Collaborated closely with app development teams to ensure the effective real-life performance of implemented algorithms.

Signal Processing Algorithm Developer

Holon Institute of Technology

• Contributed to research initiatives in fNIRS technology under the guidance of Dr. Michal Balberg.
• Processed and analyzed physiological signals using MATLAB, enhancing data accuracy and insights.
• Performed advanced statistical analyses on experimental results leveraging tools like SPM and GLM, as well as various statistical
tests.

Research Assistant

At Omnia Consulting, my role as a Senior Data Scientist is underpinned by a robust education in Computational Neuroscience from ESPCI Paris - PSL. We architect scalable data pipelines and deploy machine learning models that empower stakeholders to make data-driven decisions, enhancing business outcomes. Our team's dedication to integrating the latest trends in data science ensures that our practices remain at the cutting edge.

My tenure at Drowzee, where we developed Neurofeedback protocols to improve sleep efficiency, exemplifies my commitment to applying data science for tangible health benefits. The competencies I honed there, such as predictive modeling and A/B testing, are vital in my current projects, where we analyze complex datasets and refine ML model performance to address challenging business demands.

Eidan Tzdaka

RevVue

Chief Technology Officer

Equinor

Full Stack Developer

Develop applications and solutions in the cloud.

Partner & Senior Software Developer

Kongsberg Maritime

Dynamic Positioning System software engineer

Software Project Engineer

Miros Group

Installation, commissioning, troubleshooting of Miros equipment offshore and at customer site.

Field Services Engineer

National Oilwell Varco

Working on all types of drilling rigs installing, commissioning, troubleshooting and repairing Instrumentation, Monitoring and Optimisation, of subsea and offshore cranes.

Service Engineer

Design equipment for subsea cranes using Inventor software. Responsible for producing safe, technically accurate and cost effective mechanical designs for land and marine based cranes.

Mechanical Design Engineer

Badr is pragmatic when it comes to technology choices, and learns very quickly where there is a need to get acquainted with something new. He is above average concerned with creating the best and most efficient solutions for his customers, which has yielded results in the form of increased profitability, increased insight, increased efficiency and better processes around data on projects Badr has worked on. 

Through working life and courses, Badr has worked on a number of different projects in machine learning, data analysis and control systems. These projects have provided very good experience as a data engineer and data scientist with varied programming languages and tools. He has mainly worked with Python and C ++ and tools such Azure Data Factory and Spark. He also has experience in implementing such solutions in the cloud platform Microsoft Azure. Badr has control over the development process from preprocessing of data to modeling and testing. Badr also has experience creating reports and dashboards in Power BI.

taplio

The Battle

Eidan Tzdaka

Badr Elfarri

Followers

Posts

Engagements

Likes

Ready to grow your LinkedIn presence?