Julia Hania Email & Phone Number

Tel Aviv-Yafo, Il

Tel Aviv District, Israel

Tel Aviv Area, Israel

OneStep is an app-based physical therapy service that harnesses the sensors of a patient’s smartphonesmartphones to enhance and quantify their conduct them into their rehabilitation program.Missions:* Developed machine learning projects covering the entire lifecycle, from research to implementation and deployment.* Developed and deployed advanced deep learning and machine learning models using smartphone inertial data (IMU) to accurately classify patients' body positions.* Conducted analysis of barometer data and applied deep learning classification models to evaluate patients' stair negotiation.* Utilized deep learning models to predict crucial walk parameters.* Conducted quantitative studies, using data visualization, to validate the effectiveness of OneStep in improving patients' outcomes.* Designed and developed visualization graphs for Physical Therapists and patients, enhancing data interpretation and engagement.* Created key performance indicators (KPIs) and an interactive science dashboard, providing valuable insights for informed decision-making.

Tel Aviv Area, Israel

Responsible for detecting the position of the SmartPhone of a patient’s walking using dimension reduction algorithms, clustering, and deep learning classifiersCreating gait analysis report for patients

Hong Kong

Pricing of derivative products using mathematical models (HW, Copula, SBGM) for clients in Asia of optimised tools in VBADeveloping trade ideas to benefit from traders axis and/or market environmentrk

New York

Pricing of exotic Rate, FX and Inflation Derivative Products for the Distribution and Institutional clients in US and Latin AmericaDeveloping Trade ideas to benefit from Traders Axis and/or market environment

Région De Paris, France

Answering pricing requests initiated by the Distribution Sales in EuropeInterfacing with the traders to challenge pricing parameters

Paris, Île-De-France, France

Update of the database of structured products traded in 2015Creation of customer’s portfolios on Bloomberg softwarePortfolio optimizationMeasurement of banks' financial strength (CET1, total capital and leverage ratio)Bond issuers analysis (ratios, spreads)Study of the new European banking regulation (Basel III)Co-writing of the corporate part of the company's daily paper

Tel Aviv

Analysis of Panorama's softwareGathering and analysis of employees' dataEvaluation of customers' feedbacks through “SurveyMonkey”Translation of all company videos and leaflets into Fren

Paris Georges V Branch

Fellows Data Science, Machine Learning

Five-months full-time training course in collaboration with leading tech companies, which qualifies talented STEM BSc/MSc graduates.

Master'S Degree - Masef, Applied Mathematics

Activities and Societies: Mathematics of Insurance, Economics and Finance

Msc In Mathematics Applied, Applied Mathematics

One-year graduate program (Master 2) in applied mathematics co-organized by ENSAE and University Paris-Dauphine, and under convention.

Bsc And Msc, Quantitative Finance

Study of quantitative methods and all aspects of finance Stochastic differential equations VBA language Artificial intelligence Rate curve.

Engineering Department, 4-Month University Exchange Program

Engineering Management Principles and Economics Numerical Methods in Engineering Programming Methodology II Digital Electronics

French Baccalaureate, Science Degree