# Mohamed Salama 

Hello there! 👋 I am a Data Scientist specializing in NLP & Speech Language Processing. I help organizations thrive through creative data-driven solutions and predictive models. My expertise lies extensively within the realms of AI, NLP, Speech Language Processing, Data Science and Machine Learning. When I'm not busy mining data or building models, you can find me contributing to and creating various AI and ML projects for the proficient learning community. 

Connect with me on [LinkedIn](https://www.linkedin.com/in/mohamedsalama1/) or reach me at <[email protected]> 

## Repositories ⚙️

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### 1.  [Kalemat-Tech Arabic Speech Recognition Model (STT)](https://github.com/Salama1429/Kalemat-Tech-Arabic-STT-ASR-MSA)

My arabic speech recognition model! I've managed to fine-tune `openai/whisper-small` on Common_Voice_Arabic_12.0_Augmented to create a model that achieves 58.5848 WER on the evaluation set. 🎉 

🔗 [Check out the Model](https://huggingface.co/Salama1429/KalemaTech-Arabic-STT-ASR-based-on-Whisper-Small)

⚙️ This model is solely for Automatic Speech Recognition. 

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### 2. [Speech-to-Speech-Translation (Cascaded STST)](https://github.com/Salama1429/speech-to-speech-translation)

A fascinating demonstration of mapping source speech in any language to target speech in German using my German TTS model. Check out the repo for a closer look at all the models involved. 🎧 

🔗 [Run it here](https://huggingface.co/spaces/Salama1429/speech-to-speech-translation)

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### 3. [Text-to-speech_TTS_Model_Training](https://github.com/Salama1429/Text-to-speech_TTS_Model_Training)

A comprehensive walk-through of me training a German Text-to-Speech (TTS) model using Hugging Face Transformers.

🔗 [Check out the Model](https://huggingface.co/Salama1429/TTS_German_Speecht5_finetuned_voxpopuli_nl)

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### 4. [UK-cars-price-prediction](https://github.com/Salama1429/UK-cars-price-prediction)

A Machine Learning project where I take you through solving a complete machine learning problem using a real-world dataset and a model deployment as a web application with flask. Time to predict the price of 100,000 UK used cars! 🚗 

🎥 [Video Tutorial](https://youtu.be/OrtbcW8dS4k)
📊 [Kaggle Notebook](https://www.kaggle.com/code/mohamedsalama1429/100-000-uk-cars-ml-price-prediction-96-score)

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### 5. [Pharmax](https://github.com/Salama1429/pharmax)

A captivating application of AI on the healthcare front, this personal project utilizes LLM (GPT3.5), Speech To Text(whisper) and Langchain, and was selected as one of the top 10 in the langchain-online-ai-hackathon by lablab.me and powered by SDAIA. 🧪 
  
👁️‍🗨️ [Project Photo](https://lablab.me/_next/image?url=https%3A%2F%2Fstorage.googleapis.com%2Flablab-static-me%2Fimages%252Fsubmissions%252Fclixkld2l00003b6p5sd5q8is%252Fcliu6nu33007u3b6onuztcccl_i96x3pxj_imageLink.jpg&w=1080&q=75)

🔗 [Project Link](https://lablab.me/event/langchain-online-ai-hackathon/medisoft-health/pharma-x) | [Project Video Link](https://storage.googleapis.com/lablab-video-submissions/clhx9fa8m0000356qxhyvi9ty%2Fraw%2Fsubmission-video-x-clhx9fa8m0000356qxhyvi9ty-cliu6nu33007u3b6onuztcccl.mp4) 

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### 6. [PilgrimProAI](https://github.com/Salama1429/PilgrimProAI)

Welcome to the PilgrimProAI Project repository! This commenced as an interest but went on to grab the 3rd place in the Virtual AI Hackathon by lablab.me and SDAIA. I utilized all I know about LLM (GPT-4), Speech-to-Text, Text-to-Speech, and Lip-Sync to create an intelligent talking virtual avatar.

🔗 [Project Link](https://lablab.me/event/virtual-ai-hackathon/pilgrimpro-ai/pilgrimproai) | [Project Video Link](https://storage.googleapis.com/lablab-video-submissions/clj7emdyu0000356syrfkkkzh%2Fraw%2Fsubmission-video-x-clj7emdyu0000356syrfkkkzh-cljn9mp7s001u336ncr9fqjot.mp4)

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### 7. [Weather-logs-SQLite](https://github.com/Salama1429/Weather-logs-SQLite)

A simple project where I scrape weather data for Cairo and store it in a SQLite database. ☀️ ☁️ 

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### 8.  [Heart-Failure-Prediction-with-Alteryx](https://github.com/Salama1429/Heart-Failure-Prediction-with-Alteryx)

A comprehensive guide to Heart Failure Prediction with Alteryx tool. From importing the data to exploratory data analysis to feature engineering, sampling, machine learning, and finally, predicting! ❤️ 

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### 9. [SF-Salaries-Analyzing](https://github.com/Salama1429/SF-Salaries-Analyzing)

Nothing like a good dataset analysis to get one's gears turning! Here, I indulge in the exploration and meticulous analysis of a salaries database having over 148000 records. 💼 

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