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تم إلغاء حظر المستخدم بنجاح
Akram Assaf, Mentor, Local and Global Selection Panelist

Akram Assaf

Mentor, Local and Global Selection Panelist·Endeavor.org

الإمارات العربية المتحدة

ماجستير, Data Science

الخبرة العملية

مجموع سنوات الخبرة: 32 سنوات, 5 أشهر

Mentor, Local and Global Selection Panelist

يناير 2017 - حتى الآن

Endeavor.org

دبي، الإمارات العربية المتحدة

يناير 2017 - حتى الآن

مجال الشركة:
المنظمات غير الربحية
الدور الوظيفي:
استشارات

Co-founder, Chief Technology Officer (CTO)

يونيو 2000 - حتى الآن

Bayt.com

دبي، الإمارات العربية المتحدة

يونيو 2000 - حتى الآن

Provide strategic technology leadership across engineering and product management, guiding platform growth, innovation, and execution.

Selected Impact and Leadership:
• Led the development and scaling of Bayt.com as a major digital platform serving job seekers and employers across the region.
• Built and led high-performing technology teams, fostering a culture of innovation, ownership, and execution.
• Spearheaded the incubation and successful launch of multiple standalone products, including vFairs, Talentera, YallaMotor, Evalufy, and AfterHire.
• Provided technical and business guidance to startup ventures, helping accelerate product development, market readiness, and growth.
• Contributed to executive decision-making across platform strategy, technology architecture, and product direction.
• Supported community and CSR initiatives through judging and advisory roles with regional entrepreneurship and SME programs.

AI Platform Leadership - BaytGPT
• Architected and led the development of BaytGPT, a conversational AI platform designed to automate and enhance the recruitment journey.
• Built using async FastAPI, LangChain, and LangGraph to support scalable orchestration, reasoning, and automation.
• Designed multi-node, distributed agent systems with deep integration across mobile and backend APIs.
• Established long-term context and memory strategies to improve conversational quality, personalization, and workflow execution.

Key Strengths:
• Technology strategy and digital transformation
• Product incubation and portfolio leadership
• AI/ML-enabled platform design
• Cross-functional leadership across engineering and product
• Scalable architecture and execution

مجال الشركة:
الإنترنت والتجارة الإلكترونية
الدور الوظيفي:
تكنولوجيا المعلومات

Senior Principal/Manager - Consulting Services

سبتمبر 1998 - يونيو 2000

Oracle Corporation

دبي، الإمارات العربية المتحدة

سبتمبر 1998 - يونيو 2000

Engagements:
• Bank of Bahrain and Kuwait (BBK): Led the implementation team for the Oracle CRM module for the OFSA suite, including customer profitability aggregation, campaign manager, and customer profiling.
• Ministry of Finance (MOFNE), Bahrain: Designed and implemented a centralized processing layer for Oracle financial payables and general ledger with multiple-organization implementation.
• Abu Dhabi Marine Operation Company (ADMA-OPCO), UAE: Managed migration path for Oracle financial customizations and conducted the technical quality review for system functional components.
• Bahrain Petroleum Company (BAPCO): Defined and built proposed technical architecture, including hardware configuration, system capacity planning, and operational procedures.
• Bahrain National Oil Company (BANOCO): Implemented customization extensions to order entry and receivables, designed customizations for Oracle payable, and constructed validation logic within the invoice loading mechanism.

مجال الشركة:
خدمات تكنولوجيا المعلومات
الدور الوظيفي:
تكنولوجيا المعلومات

Senior Principal/Manager - Consulting Services

سبتمبر 1998 - يونيو 2000

Oracle Corporation

دبي، الإمارات العربية المتحدة

سبتمبر 1998 - يونيو 2000

Engagements:
• Bank of Bahrain and Kuwait (BBK): Led the implementation team for the Oracle CRM module for the OFSA suite, including customer profitability aggregation, campaign manager, and customer profiling.
• Ministry of Finance (MOFNE), Bahrain: Designed and implemented a centralized processing layer for Oracle financial payables and general ledger with multiple-organization implementation.
• Abu Dhabi Marine Operation Company (ADMA-OPCO), UAE: Managed migration path for Oracle financial customizations and conducted the technical quality review for system functional components.
• Bahrain Petroleum Company (BAPCO): Defined and built proposed technical architecture, including hardware configuration, system capacity planning, and operational procedures.
• Bahrain National Oil Company (BANOCO): Implemented customization extensions to order entry and receivables, designed customizations for Oracle payable, and constructed validation logic within the invoice loading mechanism.

مجال الشركة:
خدمات تكنولوجيا المعلومات
الدور الوظيفي:
تكنولوجيا المعلومات

Experienced Senior Consultant - Technology

نوفمبر 1994 - أغسطس 1998

Accenture

أبو ظبي، الإمارات العربية المتحدة

نوفمبر 1994 - أغسطس 1998

مجال الشركة:
خدمات الاستشارات التجارية
الدور الوظيفي:
تكنولوجيا المعلومات

Application Developer

يناير 1994 - نوفمبر 1994

Arab Turnkey Systems (ATS)

عمان، الأردن

يناير 1994 - نوفمبر 1994

Part of the software development team responsible for developing a fully Arabized University Information Management system, including student registration, general ledger, accounts receivable, accounts payable, and stock/inventory management.

مجال الشركة:
التعليم الابتدائي والإعدادي والثانوي
الدور الوظيفي:
تكنولوجيا المعلومات

التعليم

University of California Berkeley

يونيو 2025

يونيو 2025

ماجستير، Data Science

الولايات المتحدة

Applied AI & Data Science to directly support and enhance Bayt's recruiting platform, bridging theory with production systems. Recruiting Intelligence & Behavioral Analytics: • Built large-scale behavioral models of job seeker and employer interactions • Developed temporal engagement analysis, funnel modeling (search → view → apply → interaction) • Identified key dynamics: timing-driven visibility, CV completeness and freshness impact • Translated insights into ranking strategies, product interventions, and monetization-aware features • Techniques: Cohort segmentation, temporal modeling, funnel analytics, feature engineering for ranking systems, exploration vs exploitation strategies NLP – Skill & Knowledge Extraction: • Developed a production-relevant NLP system for extracting structured skills from unstructured text • Architecture: Transformer encoder (BERT-based), Multi-task learning (MTL) with separate task heads, BiLSTM layers + CRF decoding for structured prediction • Techniques: span detection (BIO/BILOU tagging), handling overlapping entities and class imbalance • Optimization: dynamic loss weighting, learning rate scheduling, full fine-tuning of PLMs • Outcome: Improved accuracy of skill extraction, enabled downstream applications in matching and career intelligence Graph Algorithms & Network Modeling: • Applied graph theory to solve optimization and structural problems • Built graph models for route optimization, demand distribution, node importance analysis • Techniques: shortest path algorithms, geodesic calculations, centrality metrics (betweenness, degree, harmonic), clustering and community detection • Architecture: Neo4j for graph processing, MongoDB for flexible data storage, Redis for caching and real-time performance Data Systems & Architecture: • Designed polyglot data architectures combining graph databases, NoSQL systems, and in-memory caching layers • Focused on real-time responsiveness, scalability, and system reliability Research Design & Applied Data Science: • Developed structured methodologies for problem framing, hypothesis definition, and experimental design • Emphasized business impact, measurable outcomes, and cost vs value trade-offs • Broader exposure: Predictive modeling and statistical analysis, data visualization and storytelling, cross-domain applications (logistics, sustainability, consumer behavior), evaluation frameworks for ML systems

University of Jordan

يناير 1994

يناير 1994

بكالوريوس، Computer Science

الأردن

المعدل التراكمي (نسبة مئوية): 79.1%

المعدل التراكمي (نسبة مئوية): 79.1%

Coursework included software engineering, algorithms, data structures, and computer architecture. Developed a capstone project on distributed systems, showcasing skills in collaborative software development and problem-solving.

Skills

Information Systems Strategy
Expert
Information Systems Strategy
Expert
Computer Industry
Expert
Computer Industry
Expert
Database Management
Expert
Database Management
Expert
Internet Entrepreneurship
Expert
Internet Entrepreneurship
Expert
Scalability
Expert
Scalability
Expert
Leadership Development
Expert
Leadership Development
Expert
Recruiting Solutions
Expert
Recruiting Solutions
Expert
Talent Acquisition
Expert
Talent Acquisition
Expert
Corporate Transformation and Change Management
Expert
Corporate Transformation and Change Management
Expert
Database Management
Expert
Database Management
Expert
Scalability
Expert
Scalability
Expert
Computer Industry
Expert
Computer Industry
Expert
Internet Entrepreneurship
Expert
Internet Entrepreneurship
Expert
Information Systems Strategy
Expert
Information Systems Strategy
Expert
Machine Learning
Expert
Machine Learning
Expert
Artificial Intelligence
Expert
Artificial Intelligence
Expert
Deep Learning
Expert
Deep Learning
Expert
Transformer Architecture Scaling
Intermediate
Transformer Architecture Scaling
Intermediate
Time Series
Intermediate
Time Series
Intermediate
Statistical Analysis
Expert
Statistical Analysis
Expert
Payments Processing
Intermediate
Payments Processing
Intermediate

اللغات

العربية
اللغة الأم
الانجليزية
متمرّس
الفرنسية
اللغة الأم

التدريب و الشهادات

التدريب
Advanced Leadership Program
Leading Edge Institute
Jan 2023