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SuryaPradeepM/README.md

Hi, I am Surya Pradeep

I have been in awe of how good machines can "Learn"; and how just 10 lines of code can empower industries to automate tasks that otherwise take long, tedious hours to complete. I continuously adapt to the latest technologies, problems, and situations to help those artificial brains boost their learning.

How do I help machines "learn"?

I have been in awe of how good machines can "Learn"; and how just 10 lines of code can empower industries to automate tasks that otherwise take long, tedious hours to complete. I continuously adapt to the latest technologies, problems, and situations to help those artificial brains boost their learning.

I am a firm believer in Lifelong Learning and am a complete MOOC fanatic.

πŸ’» "How do I help machines learn?"

"How do I help machines learn?" πŸ’»
βœ” Building enterprise-grade Generative AI applications across various domains
βœ” RAG-powered chatbots, Parameter Efficient fine-tuned customized large language models
βœ” Working with Machine Learning Algorithms (Linear, Logistic, Ridge, Lasso, Elastic Net, K-Means, Random Forests, XGBoost, Neural Networks, ANN, CNN, LSTM)
βœ” Working on extensive data gathering and data wrangling pipelines
βœ” Working on multi-dimensional data analysis and data visualizations for extracting insights and visual storytelling
βœ” Working with technologies like Scikit-learn, Pandas, Numpy, Keras, OpenCV, TensorFlow, and PyTorch
βœ” Building mathematical models for Natural Language Processing (NLP) tasks
βœ” Fine-tuning Large Language Models (LLMs) (like bloom, palm) for NER, QnA and various other tasks
βœ” Reading and extracting insights from recent research papers
βœ” Refactoring, writing clean & understandable code
βœ” Designing informative & beautiful visualizations from the data

Looking for a driven person who can serve as a DATA SCIENTIST, AI/ML ENGINEER with annoying attention to detail and a voracious appetite to learn new things and grow? You've got me!

Drop me a mail at: [email protected] or [email protected]

Get in touch

Certs linkedIn Tableau Whatsapp Mail

Languages & Tools πŸ› οΈ

python python bash python bash
bash bash sklearn OpenCV
numpy pandas matplotlib matplotlib matplotlib
flask fastapi
aws
sqlite postgresql redis
git docker linux PyCharm PyCharm


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  1. Certificates Certificates Public

    Repo for my Certificates

    1

  2. UTAustin-IITB-PG-AIML UTAustin-IITB-PG-AIML Public

    Course projects for the Post Graduate Program in Artificial Intelligence and Machine Learning designed by leading academic and industry experts with IIT-Bombay faculty recognised by The University …

    HTML 6 7

  3. Comprehensive-Sentiment-Analysis-of-Movie-Reviews-IMDB-dataset Comprehensive-Sentiment-Analysis-of-Movie-Reviews-IMDB-dataset Public

    Comprehensive Sentiment Analysis of Movie Reviews using models from LogisticRegression to Bert

    Jupyter Notebook 3 2

  4. Hurricane-Maria-Puerto-Rico-Mortality-Analysis-R Hurricane-Maria-Puerto-Rico-Mortality-Analysis-R Public

    We extract actual daily mortality data from Puerto Rico and investigate whether the Hurricane MarΓ­a had an immediate effect on daily mortality compared to unaffected days in September 2015-2017.

    R 2

  5. R-Projects-Harvard-DataScience-Professional-Program R-Projects-Harvard-DataScience-Professional-Program Public

    Repository for the Data Science Professional Program from Prof. Rafael Irizarry, Harvard University on edX

    R 2 1

  6. Masters_Deakin_AI Masters_Deakin_AI Public

    Jupyter Notebook 1