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Med Amine

@medamine3

AI Engineer at .FLOW building production RAG systems, including a legal-document chatbot that cut lookup time by approximately 55%.

Tunisia

Message

What I'm looking for

I'm seeking AI/ML engineering roles where production reliability matters as much as model quality.

At .FLOW, I deployed a production RAG chatbot that reduced legal-document lookup time by approximately 55%. I added OCR ingestion for scanned PDFs, semantic caching, and an evaluation pipeline comparing generated answers with reference answers.

At Impactve, I built regression and forecasting models that reduced wasted media spend by 18% and peak-period stockouts by 40%. I also built Analyst-agents, where code computes and checks the numbers reported by a LangGraph agent; its held-out evaluation score rose from 50% to 88%.

Experience

Work history, roles, and key accomplishments

Current

Freelance AI Engineer

Current

.FLOW

Mar 2025 - Present (1 year 7 months)

Reduced legal-document lookup time by approximately 55% by deploying a production RAG chatbot using FastAPI and semantic retrieval. Implemented OCR ingestion, semantic caching, multi-user sessions, RBAC, and an evaluation pipeline using token-level F1.

fastAPI RAG Semantic Retrieval OCR Faiss Cassandra Docker RBAC Evaluation Token Level F1

Founding Data Lead

Impactve

Apr 2023 - Jun 2024 (1 year 2 months)

Reduced wasted media spend by 18% across $5M+ annual ad spend by building regression models measuring media-efficiency decay. Developed customer cohort models and forecasting models to reduce stockouts and cut decision-making time.

regression Forecasting Cohort Analysis Data Reporting Dashboarding AI Enabled Knowledge Systems Automation

AI Engineer - Intern

Alight MEA

Oct 2022 - Mar 2023 (5 months)

Supported an enterprise AI platform across Germany, MENA, and Tunisia by building on Microsoft Azure and Azure OpenAI Service. Built a multi-format document-ingestion pipeline and implemented chunking, embeddings, and semantic retrieval for RAG.

Azure Azure OpenAI RAG Data Ingestion Embeddings Semantic Retrieval

ML Engineer - Intern

SagemCom

Feb 2021 - Jun 2021 (4 months)

Reduced inventory stockouts by 25% by deploying linear and ridge regression models to predict reorder points. Built automated monitoring pipelines and engineered features across multi-source supply-chain data.

Linear Regression Ridge Inventory Forecasting Monitoring Feature Engineering

Software Developer - Intern

Cipi-Actia

Jan 2020 - Feb 2020 (1 month)

Built a quality monitoring platform (Quality Wall) to detect and classify production defects across the factory line. Designed the database architecture and classification logic to categorize defect types.

Quality monitoring Database Design Classification Statistical Reporting