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Hi ๐Ÿ‘‹, I'm ASHASHREE SARMA

A Data Science Enthuaist from India ๐Ÿ‡ฎ๐Ÿ‡ณ

Welcome to My GitHub Page.

Explore my projects, skills, and experiences. Feel free to connect and collaborate!



Coding

ashashree2000

  • ๐Ÿ”ญ Iโ€™m currently working on a GIT Based Model

  • ๐ŸŒฑ Iโ€™m currently learning MLOps

  • ๐Ÿ’ฌ Ask me about LLMs , Recommendation Engines

  • ๐Ÿ“ซ How to reach me [email protected]

  • โšก Fun fact "Data scientists spend around 80% of their time cleaning and preparing data."

Connect with me:

ashashree_sarma ashashree17321 icomewithanaccent ashashree17321



Technical Skills :

Languages and Frameworks

Python JavaScript HTML5 CSS3 SQL PyTorch Flask

Libraries

NumPy Pandas Matplotlib Scikit Learn NLTK Plotly Seaborn OpenCV

Developer Tools and Platforms

GitHub Visual Studio Code Git MySQL MongoDB Apache Airflow MLOps CUDA



GitHub Stats :

Top Languages GitHub Stats
GitHub Streak


Education :

  • Bachelor of Engineering (Honors) in Computer Science & Engineering

    • Assam Engineering College, Assam Science and Technology University (Aug 2019 - Jun 2023)
    • First Class, 81.4% (Top 5%)
  • Intermediate (XII), Stream - Science

    • Maharishi Vidya Mandir Public School, CBSE (June 2017 โ€“ May 2019)
    • 87.6% (Grade: A)
  • Matriculation (X)

    • SBOA Public School, CBSE (March 2016 โ€“ Feb 2017)
    • 10 CGPA (School Topper)


Experience :

Deep Learning Researcher (Internship)

Daโ€™Spatio Rhobotique Laboratory, Technology Incubation Centre Indian Institute of Technology Guwahati (IIT Guwahati) (Feb 2024 - Present)

  • Contributing to the development of Convolutional Neural Networks (CNN) architectures for a research project focused on Image Captioning using Git-Based and Vision-Language Models.
  • Utilizing PyTorch, Hugging Face Transformers and Datasets, and GPU acceleration.
  • In-demand research skills: : Computer Vision, Neural Networks, Fine-Tuning, Exploratory Data Analysis, Feature detection and matching, Geometry.

Data Science & Software Engineer (Internship)

Nestria (Byte) - Spryte Labs (Aug 2023 - Dec 2023)

  • Gained extensive training in Data Analysis and Machine Learning, including EDA, Statistical concepts, Data Visualization, Feature Engineering, and implementation of machine learning pipelines.
  • Conducted in-depth exploratory data analysis on large datasets and generated actionable insights for business decisions and strategy.
  • Tech Stack: NumPy, Pandas, Matplotlib, Scikit-learn, Seaborn, Airflow.
  • Repo Link : Upskilling-Analytics


Projects :

Government Policy Education AI Chatbot

  • Empowering citizens with easy access to government policies through an AI chatbot that simplifies complex financial policies, offers personalized assistance, and enhances understanding of civic issues.
  • Tech Stack: LLM, Fine-Tuning, Claude 3 - Opus, FastAPI, Next.js
  • Live Link: Vercel + Render Deployment
  • GitHub Link: Permisionless-AI-Chatbot

Educational Course Recommendation System, Recommendation Engine

  • Developed a 'Content Based' Recommendation System that suggests courses based on user's input of a selected course, utilizing techniques like Pre-processing, Count Vectorization, Stemming, and Cosine Similarity.
  • Tech Stack: scikit-learn, FastAPI, Next.js
  • Live Link: Vercel + Render Deployment
  • GitHub Link: Educational-Course-RecommendationSys

Contextual Sentimental Analysis

  • Developed a Flask app that fetches NEWS articles mentioning a given name as per its related sentiment, leveraging the Vader pre-trained NLP model, integrating Google custom search API, and implementing techniques like POS tagging and named entity recognition.
  • Tech Stack: Vader, newspaper3k, NLTK, BeautifulSoup, Flask
  • GitHub Link: Ethos-Hackathon-Final


Contact

Feel free to connect with me on LinkedIn or drop me an email. I'm always excited to collaborate on new projects and learn from others in the tech community.

ASHASHREE SARMA's Projects

blogging-site icon blogging-site

This project is a mini version of a working blogging website. This project is done by using only HTML, CSS and JS. This is a node.js app. And using firebase as its databse.

permissionless icon permissionless

Empower citizens with easy access to government policies. Our AI chatbot simplifies complex financial policies, offers personalized assistance, and enhances understanding of civic issues. Built with Next.js, FastAPI, and Claude 3 Opus. Join us in making policy education accessible to everyone!

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