harsh-thavai / neighbornetwork

Harsh Thavai

The AI Voyager 🚀 Exploring the Realms of Machine Learning and Generative AI

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!

🚀 Projects

🔍 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

🧠 AI Arsenal

• 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

🎓 Education

• 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

🏆 Achievements

• 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

📜 Certificates

• Machine Learning Fundamentals - DataCamp
• Cluster Analysis in Python - DataCamp
• Data Analytics Bootcamp - FreeCodeCamp

📫 Contact

• Email: [email protected]
• LinkedIn: LinkedIn Profile

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Feel free to reach out if you have any questions or collaboration ideas! 🌟