Swetha Suresh

Festember is the official cultural fest of NIT Trichy, one of South India's largest college fests, attracting over 18,000 attendees from 500+ colleges. Key Contributions: - Successfully ideated, organized, and managed multiple events, ensuring smooth operations and high engagement. - Coordinated outreach and promotional activities leading up to the fest to maximize participation and visibility. - Facilitated communication with experienced judges, ensuring well-structured and fair evaluations across events. - Managed participant registrations, addressed inquiries, and resolved issues efficiently to enhance the participant experience.

Built an AI-powered Career Intelligence Platform on Palantir Foundry using Python, PySpark, LangChain, OpenAI GPT-4.1 mini, and Ada-002 embeddings. Developed pipelines for resume parsing, LLM-based NER, chunking, and semantic embedding generation for a dataset of resumes. Created an ontology-driven career guidance chatbot and a role-recommendation engine that standardizes roles, applies cosine-similarity matching, and delivers personalized, consistent career insights. Integrated API-based external testing using Bruno and applied caching, retry logic, and distributed processing for efficiency.

Worked under Prof. Lakshmi Narasimhan at IIT Madras on Wi-Fi sensing and human activity recognition. Designed and implemented a novel convolutional neural network (CNN) using TensorFlow to analyze Wi-Fi spectrogram data, and evaluated model performance through Matplotlib and Seaborn visualizations.