Ramzy Bakir

Featured Projects

Security & Phishing

swordphish-url-detection – 67M param finetuned DistilBERT model optimized for speed and accuracy, trained on ~2M URL detection labels.
jellyphish-bert-base-mail – Fine-tuned BERT model for email classification with consistent ~300 monthly downloads.
url-safety-2.5m – Curated dataset of safe and unsafe URLs for model training and fine-tuning purposes.

Ancient Egyptian NLP

roberta-aegyptustranslit-classifier – Fine-tuned RoBERTa-base model for classifying Ancient Egyptian transliterations into their historical time periods.
AegyptusTranslit-GPT2-17M – GPT-2 based language model trained from scratch on transliterations of Ancient Egyptian texts.

Apps

ShariahFolio – AI-powered investment advisor specializing in Shariah-compliant Egyptian stocks from the EGX 33 Index.
cull – A fast, minimal photo culling app for photographers. Swipe through your photos — keep the good ones, discard the rest.

Work

Currently working as an AI Engineer at Mercury Visual Solutions — designing and developing agentic AI workflows for software-based solutions, and leading prompt and tool-schema design to improve agent behavior in production. Also Co-Founder of CySent — building the next-gen AI-powered, real-time detection layer for modern communication platforms, currently incubated at WE INNOVATE.

Apr 2025 – Aug 2025 Data Scientist @ Seif Pharmacies Group
Designed an Employee Appraisal Framework using clustering algorithms to automate performance tracking and evaluation.
Aug 2024 – Sep 2024 Converged Data Solution Architect Intern @ Orange Egypt
Processed 1M records of user data and developed a dashboard with 24 KPIs providing actionable insights for offer recommendations.
Apr 2024 – Oct 2024 RPA Business Automation Developer @ Advansys ESC
Contributed to process documentation and automation project proposals & developed an invoice processing bot.
Sep 2023 – Oct 2023 Data Analysis & BI Intern @ Centro
Leveraged Power BI and statistical analysis to drive data-driven insights; selected as one of the top 3 interns.
Jul 2023 – Aug 2023 RPA Business Analyst Intern @ Advansys ESC
Created Process Definition Documents and initiated two automation processes, managing client requirements gathering.