Deep Data Insight

- Perform OCR on dense text images, such as documents PDF and screenshot images by using GCP/Google credential.
- Leveraging the OpenAI API to build and fine-tune state-of-the-art language models for various NLP tasks.
- Create the API using Flask API
- Using LLM like Llama2, Mistral-7B for RAG (Retrieval Augmented Generation)
- Convert Json output into the RDF/XML knowledge graph and retrieve the data from RDF graph by SPARQL query.
- Developed a chatbot by using Google Dialogflow to answer the questions of users.

Data Scientist

DevelopMetrics

*Extract entire texts from long PDF (200 or 300 pages) documents using python.
*Cleaned and processed extracted texts(Used NLTK Library) .
*Developed ML models such as logistic regression, DT, RF, SVM etc.. and Hug_face Transformers models 
  for binary classification task.
*Cleaning and organizing massive data by using python to reduce project time by 30%.
*Massive data entry on google sheet.
*Built, published, and maintained Tableau dashboard using Tableau Public.
*Private PDFs chat bot using OpenAI API key and  streamlite web application.

Data Scientist Intern (NLP) 

Data Scientist | AI Enthusiast | Fresher

I am Mohamed Rasith, who holds a Bachelor of Business Science (Specialized in Business Analytics) degree from University of Moratuwa, Sri Lanka. I am passionate about using data and technology to drive business decision-making and am always looking for new opportunities to learn and grow in the field. Feel free to connect with me if you would like to discuss potential projects or opportunities.

I have a strong foundation in data science and machine learning. My skills include MySQL, Python framework (numpy, pandas, sklearn, scipy, Tensorflow, Pytorch), NLP, Hugginface Transformers Library, and data analysis tools like Power BI and Tableau. I have applied above things into many projects.

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