Erez Bar-Nir Email & Phone Number

Israel

Israel

• Developed ML & DL models for marketing, sales, retention, recommendersystems, and Gen AI implementations (TF, pytorch, SKlearn, CatBoost, XGBoost, etc).
• Implemented Gen AI cutting edge technologies (agents, RAG, Vector DBs) for a variety of NLP use-cases
• Designed and improved cloud MLOps tools (vertex AI, GCP, azure) for modelserving, monitoring, CI/CD etc, in collaboration with MLE.
• Collaborated with business and product stakeholders and analysts to boostKPIs. Implemented complex A/B testing.
• Worked closely with DE and analysts to gain insights on the company data (bigquery, MSSQL)

Herzliya Area, Israel

• Developed ML algorithms for algorithmic high-frequency trading.
• Models optimization
• Analysis and modelling of high dimensional data.
• Deployment of models to live trading (production), monitoring, maintenance.
• Technical knowledge in linux-based systems, IT (including hardware, CPU, GPU, storage and network) and a variety of automation solutions that support scaling up from POC to full production.

Israel

• Managed and planned the budget, funds and payments.
• Analyzed the organization sales data and implemented conclusions.
• Managed the marketing team and customer relations.
• Embedded a CRM program, designed it and managed the database.
• Instructor of workshops and seminars, mainly through presentations
• Led educational projects with customers.

Master'S Degree, Statistics, 85

International program. The program emphasizes the analysis of high dimensional data, probability theory, complex statistical modelling and.

Bachelor Of Arts - Ba, Economics, 89, Summa Cum Laude