Aspiring Data Scientist and AI/ML Engineer skilled in Python, SQL, Machine Learning, and Generative AI.
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Artificial Intelligence & Machine Learning • 2025
MCA in Computer Applications • Jul 2023 - Oct 2025
Completed a Master of Computer Applications (MCA) with 78% from Annamacharya Institute of Technology and Sciences, Rajampet. Developed technical knowledge in Python programming, Data Science, Machine Learning, Artificial Intelligence, and software development. Worked on practical projects involving Generative AI, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG).
Auspify Technologies • Oct 2026 - Nov 2026
Worked on data analysis and machine learning tasks using Python, Pandas, NumPy, and Scikit-learn. Gained practical experience in data cleaning, preprocessing, exploratory data analysis (EDA), data visualization, and model development. Explored Generative AI and Large Language Models through hands-on projects, strengthening my analytical, problem-solving, and technical skills.
Developed a Context-Aware PDF Query System using Retrieval-Augmented Generation (RAG) to answer questions based on uploaded PDF documents. The application extracts text from PDFs, splits it into chunks, generates embeddings, and stores them in a vector database for semantic search. It retrieves relevant document sections and uses the Gemini API to generate context-aware answers. Technologies used include Python, LangChain, RAG, Gemini API, ChromaDB, FAISS, and Streamlit.
Redam Jaswanth has not shared any experiences yet.
