🌐 Portfolio: rfdcruze.me
💡 AI Enthusiast | MSc in Artificial Intelligence & Machine Learning
Specialized in NLP, LLMs, and NER with hands-on experience building intelligent systems and scalable backends.
Languages:
FrontEnd:
AI / ML:
BackEnd & DevOps:
Databases:
- Machine Learning–Based Land Price Prediction - A machine learning project that estimates land prices using Random Forest regression and real-world location data.
- Multitool-Agentic-QA-Service – A compact, production-ready agentic QA service showcasing explicit tool choice, parallel execution, robustness, and cited, grounded answers.
- AI-Word-Predictor – Predicts the next possible words using NLP and probabilistic language modeling.
- Inner Echo (Offline AI Chatbot) – Privacy-first therapy chatbot using Ollama, FastAPI, and memory store for context-aware conversations.
- Multi-Document Q&A Assistant – Assistant for answering queries across multiple documents.
- AI-Sentiment-Analyzer - Lightweight AI sentiment analyzer that classifies text as positive, negative, or neutral.
- AI-Powered-To-Do-List - AI-powered to-do list that helps you organize tasks and boost productivity.
- LLM Powered Code Explainer – Tool that explains code using large language models.
- FFT Spectrogram – Audio signal processing & visualization with Fourier transforms.
- Tense Determination (Hindi) – NLP project for tense classification.
🔹 Advancing in LLM applications for real-world tasks.
🔹 Researching and building systems with NLP & NER as well Agentic Systems.
🔹 Exploring AI-driven automation and intelligent backend systems.