Ahmed Magdy Abdelazeem

+3 years experience in ML/NLP, worked under Andrew NG supervision to build AI startups, I have contributed in all the ML project pipelines starting from collecting datasets using scraping till deploying models for production with APIs and dockers, AWS stack.

I'm a very passionate learner and I always love challenging problems.

Key skills:

• Natural language processing(Arabic-English-Spanish,...)
• Web scraping(Scrapy, BeatifulSoup, AWS, proxies)
• Machine Learning(supervised, unsupervised, zero-shot, Pytorch, Sklearn, Pandas, HuggingFace).
• Python( packaging, FastAPI, design patterns, regex).
• Deployment(Dockers, AWS clusters, serverless lambda).

Projects:

• HR Matching Tool(Parsing, Keywords extraction, Contextual similarity, NER, BERT, TF-IDF, RAKE, ESA).

• Customer Service QA(Search engines, Automatic-scraping, QA-HTML, BERT, ElasticSearch, MongoDB, S3, FastAPI, Dockers).

• Zero-Shot classification system(Transformers, BERT, BART, FastAPI, Dockers).

• Arabic Chatbots for restaurants' customer service(NER, Intent detection, Arabic tokenization).

• Record Linkage database problem "finding duplicates in DBs"(semi-supervised learning, TF-IDF, feature selection).

• StockMarket prediction (Timeseries forecasting, Financial datasets, Arema, Lstm, Prophet, Reinforcement Learning).