Fares Elmenshawi

ML Engineer & AI Consultant | Kaggle Grandmaster

Delivering enterprise AI solutions with measurable business impact. Achieved 75% content automation, 60% agent load reduction, and 4x performance improvements while educating 400+ students and reaching 500K+ developers globally. Specializing in computer vision, NLP, MLOps, and AI-driven business transformation across Middle Eastern and US markets.

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Proven AI Business Impact & ROI

Quantifiable results driving operational excellence and digital transformation across e-commerce, retail, and enterprise applications

60%

Agent Load Reduction

Advanced e-commerce chatbot handling complex customer inquiries autonomously, enabling 24/7 support with high satisfaction scores

75%

Content Automation

AI-powered content generation system automating product descriptions, image processing, and attribute customization

40%

Faster Decision Making

Optimized retail video analysis pipeline using MLOps practices, enabling real-time customer behavior insights

30%

Conversion Rate Increase

Multimodal e-commerce search engine with image, audio, and text capabilities, boosting conversion rates

500K+

Global Reach

Educational content on Kaggle reaching half a million views, democratizing AI knowledge worldwide

400+

Students Empowered

Mentored AI and business leaders at Udacity, bridging technical concepts with strategic applications

ML Engineer Experience

Driving AI innovation across enterprise solutions, education, and community building with proven track record across Middle Eastern and US markets

Machine Learning Engineer

Croco IT

March 2023 – Present

Cairo, Egypt

Developing enterprise AI solutions with focus on e-commerce optimization, computer vision applications, and automated content generation. Collaborating with cross-functional teams to deliver production-ready ML systems that drive measurable business impact.

E-commerce Chatbot Video Analytics Pipeline Multimodal Search Engine Virtual Try-On Platform AI Skin Analysis System Content Generation Platform

Session Lead: AI for Business & Product

Udacity

August 2024 – Present

Remote

Leading comprehensive AI education programs that bridge cutting-edge technology with strategic business applications. Facilitating interactive learning experiences for business leaders and product managers.

400+ Students Mentored 95% Completion Rate Strategic AI Guidance

Cairo Chapter Lead

Omdena

July 2023 – August 2024

Remote

Orchestrated AI-for-good initiatives focusing on social impact projects. Led multidisciplinary teams of professionals to develop innovative solutions addressing real-world challenges in healthcare, education, and social welfare.

Social Impact AI Team Leadership Orphanage Monitoring

Kaggle Grandmaster

Kaggle Community

January 2023 – Present

Global Platform

Achieved Kaggle Grandmaster status while building comprehensive educational resources that democratize machine learning knowledge. Created viral content educating developers worldwide on fundamental ML concepts.

500K+ Views 2.5K+ Upvotes 5.8K+ Forks Global Education

Enterprise AI Solutions & Projects

Production-ready AI applications delivering measurable business value across e-commerce, retail analytics, and automation platforms

Enterprise E-commerce AI Assistant

Multimodal enterprise-grade conversational AI system with advanced NLP, contextual understanding, and personalized recommendations. Processes text, images, and audio inputs with integrated security protocols and real-time sentiment analysis for comprehensive 24/7 customer support.

Business Impact: 55-60% agent load reduction, 24/7 support coverage, 40% improved response accuracy, handling 10K+ daily queries with 85% customer satisfaction

AI Content Generation Platform

Comprehensive automation system for e-commerce content creation featuring intelligent image processing, automated descriptions, and dynamic attribute customization with quality validation.

Business Impact: 75% reduction in manual work, 50K+ products processed monthly, 80% faster time-to-market, significant operational savings

Retail Video Analytics System

Real-time video analysis pipeline extracting customer insights with crowd analysis, heat mapping, behavioral pattern recognition, and comprehensive business intelligence dashboards.

Business Impact: 4x processing speed improvement, 1M+ interactions analyzed, 30% store efficiency increase, real-time decision support

Multimodal Search Engine

Next-generation search supporting image, audio, and text inputs with transformer architectures, semantic search, real-time product matching, and personalized recommendation engine.

Business Impact: 3x search accuracy improvement 50% faster results, 45% conversion rate increase, 50k+ monthly queries processed

AR Virtual Makeup Platform

AR-powered virtual makeup system with real-time facial detection, color matching algorithms, inclusive skin tone analysis, and cross-platform compatibility for enhanced user experience.

Business Impact: 50% engagement increase, 40% sales boost, 30% return reduction, 100+ products supported across multiple brands

ML Education Series & Community

Comprehensive "Machine Learning from Scratch" educational content on Kaggle, featuring detailed algorithm explanations, interactive code examples, and global developer community building.

Global Impact: 500K+ views, 2.5K+ upvotes, 5.8K+ forks, educated developers across 50+ countries, democratizing AI knowledge

AI Skin Analysis System

AI-powered skin analysis platform providing personalized skincare insights and recommendations. Features intelligent image quality validation, automated report generation for targeted skincare routines, and optimized mobile deployment.

Medical Impact: 91%+ analysis accuracy, on-device processing, real-time face verification with privacy-first architecture

Pharmacy Assistant Chatbot

Intelligent pharmacy assistant providing personalized product recommendations, health consultations, and wellness guidance. Features multimodal capabilities processing both images and audio inputs to deliver comprehensive health and wellbeing advice tailored to individual needs.

Healthcare Impact: 70% reduction in pharmacist queries, 24/7 medication support, handling 5K+ daily health consultations safely

ML Engineering & AI Technical Skills

Comprehensive expertise in machine learning, deep learning, MLOps, and AI development spanning the complete enterprise solution lifecycle from research to production deployment

Programming Languages & Core Technologies

Python C++ SQL JavaScript R

Machine Learning & Deep Learning Frameworks

TensorFlow PyTorch Scikit-learn Hugging Face Transformers OpenCV XGBoost Keras

LLM & AI Orchestration Technologies

LangChain LangGraph FAISS CrewAI OpenAI API Vector Databases

Model Optimization & Production Deployment

ONNX TensorRT OpenVINO Docker Kubernetes Model Quantization

Data Engineering & Processing

Pandas NumPy Apache Spark PostgreSQL MongoDB ETL Pipelines

MLOps & Experiment Tracking

MLflow Weights & Biases Apache Airflow Git/GitLab CI/CD Pipelines Model Monitoring

Computer Vision & NLP Specializations

Object Detection Image Classification NLP Processing Semantic Search OCR Systems YOLO Models

Leadership & Business Skills

Team Leadership Project Management Stakeholder Management Technical Mentoring Strategic Planning Cross-functional Collaboration