Renom Sadeh

Renom Sadeh

AI & Data Science Engineer
Jordan
English, Turkish, Chinese, Arabic
Internship On-site

نبذة عني

AI & Data Science Engineer who builds production-ready AI systems end to end, from LLM-powered RAG pipelines and intelligent ranking engines to computer vision and graph-based optimisation. Skilled in Python, LangChain, …

الخبرة

AI & Data Engineering Intern

Safwa Bank · Amman , Amman , Jordan
Jun 2026 - حتى الآن · 5 أشهر

<p>Built the Safwa Resume Ranking Platform (Next.js, Flask, FastAPI, LangChain, MongoDB) that extracts candidate/job profiles via LLM and ranks applicants with a weighted, per-criterion match score.</p><p> Designed a two-stage matching pipeline (embedding shortlist + LLM per-criterion scoring across 6 categories) with duplicate detection, RBAC, CSV export, and audit trail.</p><p> Authored a scaling plan to grow the platform to 10k–100k profiles, covering job queues, worker processes, object storage, and vector search.</p><p> Built the IT Ticket Intelligence System, a 4-phase pipeline (cleaning, EDA, KPI governance, Streamlit dashboard) delivering insights on workload, performance, and SLA compliance.</p>

AI & Data Privacy Intern

Safwa Bank · Amman , Amman , Jordan
Feb 2026 - Jun 2026 · 4 أشهر

<p>Built a 7-module AI Sensitive Data Discovery Platform (PII detection, classification, risk scoring, DLP, DPIA & DSR automation), air-gapped across PDPL, CBJ, and PCI DSS.</p><p> Developed an offline RAG chatbot (Python, Ollama, LangChain) for ~200 staff to query internal policy docs with zero data leaving the network.</p><p> Built an ATM Network Optimization system (GNN + ILP) across 45 ATMs/9 governorates, recommending 25–50% cuts while preserving ≥92% coverage.</p><p> Designed a Risk Intelligence and Analytics Unit (RIAU) roadmap benchmarking MENA/GCC practices against CBJ requirements.</p>

AI/ML Engineer (Freelance)

Al Jazeera · Amman , Amman , Jordan
Mar 2025 - Jun 2026 · 1 سنة 3 أشهر

<p>Architected and deployed GenAI solutions, including LLM-powered applications and RAG pipelines (vector databases, embedding models, retrieval), delivering 940+ hours of AI implementation across NLP and computer vision.</p><p> Implemented guardrails and observability for LLM applications, ensuring output quality, safety, and performance monitoring in production environments.</p><p> Collaborated directly with stakeholders to translate business requirements into technical specifications, delivering measurable business outcomes.</p>

Technical Lead

Data Science Club, HTU · Amman , Amman , Jordan
Apr 2024 - Mar 2026 · 1 سنة 10 أشهر

<p>Supervised 10+ ML projects.</p><p> Managed a club of 150+ members.</p><p> Organized 5+ national AI competitions with 500+ participants.</p><p> Increased student engagement by 92% through coding workshops.</p>

Scientific Research Specialist

Scientific Research and Innovation Department, HTU · Amman , Amman , Jordan
Jun 2025 - Dec 2025 · 5 أشهر

<p>Architected Project Navigator, an AI framework (Agentic AI, Genetic Algorithms, NLP) that optimises academic pathways, achieving 93% grade-prediction accuracy and a potential 1.2-semester reduction in time-to-graduation in pilot studies; paper submitted to IEEE.</p>

المهارات

NLP Computer Vision YOLO OpenCV Whisper Deep Learning TensorFlow PyTorch Reinforcement Learning GNNs XGBoost Bayesian Filtering RAG LLMs Prompt Engineering LangChain Ollama Gemini API Guardrails Model Evaluation Integer Linear Programming Genetic Algorithms Predictive Analytics Classification Regression Clustering ETL Vector Databases SQL MongoDB OCR Tesseract Data Mining Big Data Analytics Pandas Streamlit Python Java C++ FastAPI Flask Next.js Flutter Microservices HTML CSS Git PII Detection DLP DPIA
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