Welcome to My GitHub Page.
Explore my projects, skills, and experiences. Feel free to connect and collaborate!
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๐ญ Iโm currently working on a GIT Based Model
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๐ฑ Iโm currently learning MLOps
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๐ฌ Ask me about LLMs , Recommendation Engines
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๐ซ How to reach me [email protected]
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โก Fun fact "Data scientists spend around 80% of their time cleaning and preparing data."
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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%)
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Intermediate (XII), Stream - Science
- Maharishi Vidya Mandir Public School, CBSE (June 2017 โ May 2019)
- 87.6% (Grade: A)
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Matriculation (X)
- SBOA Public School, CBSE (March 2016 โ Feb 2017)
- 10 CGPA (School Topper)
DaโSpatio 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.
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
- 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
- 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
- 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
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.