Bhavya

Israeli–Indian Hackathon 2025

Centre of Excellence in Data Science & AI, Thapar Institute · Tel Aviv University · University of Haifa

Placed third in the Innovation Award category at the Israeli–Indian Hackathon 2025, an international event bringing together students from Israel and India to collaborate on real-world AI challenges.

The NorthCap University

Recognised as a Hatch Scholarship Awardee for academic merit.

The NorthCap University

Recognised on the Dean's List for academic performance.

Hans Innoverse 2.0

Hansraj College

Selected for the third round of Hans Innoverse 2.0.

Industrial AI · Agentic Systems · Safety-Critical AI

A self-contained, air-gapped, on-premise AI platform for industrial environments where operational telemetry and proprietary documentation must remain within the factory boundary.

• —Real-time telemetry monitoring — temperature, vibration, motor current, atmospheric gas
• —Interactive 3D factory visualisation with Three.js and WebGL
• —Deterministic safety interlocks operating independently of LLM outputs
• —Local document retrieval via SentenceTransformers embeddings and Qdrant
• —Causal GraphRAG and knowledge graph for grounded industrial diagnostics
• —OCR-based document ingestion with prompt-injection sanitisation
• —Two-person approval workflow for actuator-control actions
• —Multi-agent orchestration using LangGraph

Python · LangGraph · SentenceTransformers · Qdrant · Three.js · WebSockets · Tesseract OCR

Healthcare AI · Machine Learning · Multi-Agent Systems

An AI-powered PCOS detection and wellness application combining machine learning with personalised, retrieval-grounded lifestyle recommendations.

• —XGBoost-based prediction pipeline with symptom preprocessing
• —LangGraph multi-agent orchestration
• —RAG-based recommendations using LangChain and FAISS
• —Bilingual Hindi/English interface
• —Firebase authentication and Firestore integration

Python · XGBoost · scikit-learn · LangGraph · LangChain · FAISS · Firebase

Full-Stack · Campus Technology · AI-Assisted Recommendations

A college canteen ordering and outlet-management platform connecting students, managers, cashiers, and administrators.

• —Google authentication and campus outlet discovery
• —Digital wallet, counter payments, and loyalty points
• —Budget-aware AI Surprise Meal recommendations
• —Scheduled pickup orders with live order tracking
• —QR-code and six-digit pickup verification
• —Verified dish reviews, menu search, and one-tap reordering
• —Outlet inventory, order queues, and daily specials management
• —Role-based administration, staff assignments, and audit logging

React · Firebase · Python

Backend Engineering · Local LLMs · AI Applications

An AI-enhanced campus placement platform combining deterministic eligibility rules with locally hosted LLM assistance.

• —14 REST endpoints built with Spring Boot
• —Strategy-pattern eligibility engine with explainable results
• —Local Llama 3.2 integration via Ollama
• —Context grounding and advisory guardrails
• —Graceful degradation when the LLM is unavailable
• —31 domain and HTTP test scenarios

Java 17 · Spring Boot 3.3 · REST APIs · Ollama · Llama 3.2

Software Engineering · Healthcare Systems

A desktop healthcare management system built in C with GTK+3 for managing patient, doctor, and appointment records.

• —Authentication and record management
• —File-based data storage and retrieval
• —Appointment scheduling
• —Input validation and error handling
• —Desktop graphical interface for hospital staff

C · GTK+3