As a data science fresher, I embark on a journey to unravel the boundless possibilities of AI, navigating the realms of Machine Learning and Generative AI with an insatiable curiosity and a passion for innovation. Buckle up and join me as we explore novel solutions to complex challenges, pushing the boundaries of what's possible!
🔍 ATS Resume LLM App
Harnessing the power of Gemini pro, I developed an application that optimizes resumes for Applicant Tracking Systems (ATS), enhancing match rates for job applications and empowering job seekers to stand out from the crowd.
- Technologies: Python, Streamlit, Google Gemini Pro
- Demo: ATS Resume LLM App
📖 Chat with PDF
Unlocking the wealth of knowledge within PDF documents, this application allows users to upload files, extract text, and engage in interactive question-answering sessions based on the content.
- Technologies: Python, Streamlit, Google Gemini Pro, Langchain, chromadb, faiss
- Demo: Chat with PDF
📊 Clustering - Kaggle
Diving into the realm of unsupervised learning, this project showcases the power of K-Means clustering and Principal Component Analysis (PCA) in analyzing penguin measurements, leveraging various data analysis and machine learning frameworks.
- Technologies: Python, Pandas, Matplotlib, Scikit-learn
- Kaggle Notebook: Clustering
- Programming Languages: Python (NumPy, Pandas), R, SQL
- Frameworks & Tools: LangChain, LlamaIndex, Streamlit, Gradio, Flask
- Generative AI Technologies: Open-source and paid LLM models (Llama2, Mistral, OpenAI, Google Gemini Pro, Hugging Face)
- AI/ML Techniques: Fine-tuning with custom data, vector embedding, NLP, Scikit-learn
- Databases: ChromaDB, MySQL, MongoDB
- Visualization Tools: Seaborn, MatPlotLib, Weka, Tableau, Excel
- Somaiya Vidyavihar University, Mumbai - Data Science (August 2022 - expected August 2025)
- Relevant Coursework: Introduction to Data Science, Data Analysis and Visualization, Database Concepts, Web Programming, Data Warehouse and Data Mining, Computational Intelligence
- MLH AI Hackfest - 2nd Runner-Up
- Project: Daily_doc, Your Virtual Medical Expert - Instant Medical Insights at Your Fingertips
- Technologies: Python, GPT-3.5-turbo, Gradio
- Machine Learning Fundamentals - DataCamp
- Cluster Analysis in Python - DataCamp
- Data Analytics Bootcamp - FreeCodeCamp
- Email: [email protected]
- LinkedIn: LinkedIn Profile
Feel free to reach out if you have any questions or collaboration ideas! 🌟
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent