AI Product Solution Architect

Ahmed Eltaweel

Architecting production-grade Agentic AI, Hybrid Router Architectures, and On-Premises AI Deployments. Currently leading Konecta Sign (Wasel) — enterprise sign language translation platform with hybrid MediaPipe + FAISS + Gemini architecture.

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Ahmed Eltaweel

AWS Certified Solutions Architect

Professional

AWS Certified Machine Learning

Specialty

Google Cloud Certified

Professional ML Engineer

Google Cloud Certified

AI/ML Pre-sales Technical Expert
Chapter 01

Agentic AI Solutions

Agentic AI & Hybrid Architectures

Building production-grade multi-agent systems and hybrid Router architectures. Leading Konecta Sign (Wasel) — from cloud-first to On-Prem air-gapped enterprise deployment.

Konecta Sign v5 Router Engine

Enterprise sign language translation with hybrid MediaPipe + Semantic Cache (FAISS) + Gemini fallback. Deployed as SaaS and On-Prem variants.

On-Prem AI (cv_gimini)

Air-gapped, privacy-compliant AI architecture for enterprise sign language translation — zero cloud dependency.

Enterprise RAG & Multi-Agent Systems

Secure RAG pipelines using Vertex AI and Gemini. Multi-agent orchestration with CrewAI and LangGraph for document processing.

Core Stack

CrewAI LangGraph Gemini 2.5/3 MediaPipe FAISS MCP Protocol Vertex AI Multi-Agent RAG Python (FastAPI) Vibe Coding
Chapter 02

Data Analytics

Precision Insights

Monitoring 10M+ annual records for national stability. Validated €2M+ savings via strategic automation and Power BI ecosystems.

National BI Dashboard

Power BI ecosystem for monitoring the national life insurance sector at FRA.

Tools

Power BI (Advanced DAX) BigQuery ML Streamlit XGBoost / CatBoost / LightGBM SQL & R & Polars Google Data Analytics Pro Docker & CI/CD
Chapter 03

Risk & Actuarial

Enterprise Risk

Mitigated 50+ operational risks via ISO 31000. Achieved 15% loss ratio improvement with Python-driven actuarial analytics.

Life Pricing Models

Actuarial forecasting and competitive pricing for 15+ insurance entities.

Skills

IFRS 17 Reporting Custom Reserving Tools ISO 31000 (ERM) Survival Analysis Ensemble Pricing Models
Chapter 04

Academic Research

Longevity Risk

Integrated biological aging metrics (GlycanAge) into survival analysis. Master's specialized in AI-driven risk modeling at Cairo University.

Master's Thesis

Deep Learning survival analysis (DeepSurv) for biological age modeling.

Research Focus

DeepSurv (Deep Learning) Longevity Risk Wearable Telemetry GlycanAge Integration Bio-Metrics
Chapter 05

Training Services

Corporate Mentorship

Global AI/ML leader and AWS Community Builder. Specializing in workshops on RAG systems and Agentic AI for enterprise teams across EMEA.

Corporate Workshops

Tailored training on CrewAI, Vertex AI, and Modern Data Engineering.

Programs

McKinsey Forward Champion AWS Community RAG Training CIL (Innovation Leader)
Chapter 06

Professional Journey

2024 - Present

AI Product Solution Architect

Konecta Global

Leading Konecta Sign (Wasel) — enterprise sign language translation platform with hybrid Router architecture (MediaPipe + FAISS + Gemini). Delivering On-Prem AI deployments and rapid PoCs via vibe coding.

2021 - 2024

Senior Actuarial & Data Analyst

Financial Regulatory Authority (FRA)

Digitalized national Life Insurance monitoring using BI. Monitoring 10M+ annual records.

2019 - 2021

Actuarial / Risk Analyst

Mohandes Insurance

Designed the first ERM framework, mitigating 50+ critical risks in the first year.

The Vault

Featured Projects

Konecta Sign / Wasel v5 Router Engine

Enterprise sign language translation with hybrid Router architecture — MediaPipe landmarks + Semantic Cache (FAISS) + Gemini fallback. Deployed as SaaS and On-Prem.

MediaPipe FAISS Gemini Docker

On-Prem AI Deployment (cv_gimini)

Air-gapped, privacy-compliant AI architecture for enterprise sign language translation — zero cloud dependency, low-latency inference.

On-Prem Docker Air-Gapped

Digital Egypt Sign Client

B2B integration demo showcasing Konecta Sign embedded within government portals for accessibility compliance.

B2B Flask Presales

Wasel Green Path (Gemini 3 Hackathon)

AI-powered accessibility suite reducing emergency response time for deaf community — finalist at Google Gemini 3 Hackathon.

Gemini 3 Accessibility Hackathon

Actuarial Pricing Orchestrator

End-to-end ML pricing engine using Ensemble (XGBoost, LightGBM, CatBoost) with Streamlit dashboard and FRA compliance.

Streamlit Python ML Ensemble

Smart DMS RAG

Enterprise document retrieval using Vertex AI embeddings and vector search — reducing retrieval time from minutes to seconds.

Vertex AI RAG FAISS

Omnichannel AI Bot

Multi-channel intelligent assistant (Telegram + Web) with internal knowledge base and Gemini-powered responses.

Telegram Gemini Flask

AI Newsletter Crew

Multi-agent content generation pipeline using CrewAI for automated research, writing, and publishing.

CrewAI Multi-Agent Python
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Fueling the future of High-Impact AI Architecture.

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