Kalyan Ramavath

Generative AI Recruitment Framework Using LLMs and RAG

Built a context-aware Resume–JD matching system using RAG and LLM orchestration (LCEL). • Developed backend APIs and candidate scoring logic to support explainable evaluation. • Designed a Streamlit-based frontend for transparent, explainable candidate assessment

Face Recognition Based Student Attendance System

Developed a machine learning model using facial recognition algorithms to automate student attendance. • Integrated a Firebase database to store and update student records in real time. • Reduced manual attendance-taking effort by capturing images and matching facial features against stored records

The Digital Approach for Better Harvest

• Built a user-friendly web platform enabling farmers to detect crop diseases from uploaded leaf images. • Developed predictive ML models to recommend fertilizers based on soil nutrient values and suggest high-yield crops. • Applied image-based algorithms to identify crop diseases from visual symptoms.