01COMPLETED
INDUSTRIAL AI / MACHINE LEARNING
INTELLIGENT PREDICTIVE MAINTENANCE
Predicting industrial machine failures using sensor data, physics-informed features, and machine learning.
AI ENGINEER / BUILDING INTELLIGENT SYSTEMS
HELLO, I'M
HANUMANTHTHOPURI
BUILDING INTELLIGENT SYSTEMS
FROM DATA TO DECISIONS.
AI Engineer with a Master's in Artificial Intelligence from Florida Atlantic University. Building practical solutions in Machine Learning, Generative AI, and intelligent software systems.
01 / ABOUT ME
FROM RAW DATATO INTELLIGENT SYSTEMS.
Engineering the technology that powers modern AI.
With a Master's in Artificial Intelligence from Florida Atlantic University and a background in Electrical and Electronics Engineering, I combine analytical thinking with modern AI technologies.
My work spans Machine Learning, Generative AI, LLMs, and Retrieval-Augmented Generation — from predictive modeling to intelligent search and AI-powered applications.
I focus on developing reliable, useful systems that solve real-world problems and create meaningful impact.
CORE SPECIALIZATIONS
01AI ENGINEERING
02GENERATIVE AI & LLMS
03MACHINE LEARNING
04RAG & INTELLIGENT SEARCH
05DATA & BACKEND SYSTEMS
02 / SELECTED WORK
ENGINEERED TO SOLVE.
A closer look at the problems, architecture, engineering decisions, and results behind my projects.
02BUILT
GENERATIVE AI / RAG / RETRIEVAL
ENTERPRISE KNOWLEDGE AI
An enterprise knowledge assistant combining semantic search, BM25 retrieval, LLM workflows, and APIs.
03PLANNED
DATA ENGINEERING / BUSINESS INTELLIGENCE
FINSIGHT 360
A proposed event-driven platform for financial obligations, client projects, analytics, and forecasting.
03 / TECHNICAL EXPERTISE
THE STACK BEHIND
THE SYSTEMS.
From data and machine learning to language models, APIs, and intelligent applications.
HOW I ENGINEER AI SYSTEMS
From an initial idea to a dependable application, I connect data, models, and software engineering.
01 / DATA & FEATURES
Clean datasets, engineer domain-aware features, and build reproducible data pipelines.
02 / MODELS & RETRIEVAL
Train and evaluate ML models; connect embeddings, semantic search, and LLM workflows.
03 / APIs & DELIVERY
Serve models through FastAPI, containerize with Docker, and monitor system quality.
GENERATIVE AI & LLMS
Retrieval-Augmented Generation, natural language processing, agent workflows, semantic search, and practical applications of large language models.
MACHINE LEARNING
Predictive modeling, classification, forecasting, feature engineering, neural networks, and model evaluation.
DATA SCIENCE & ANALYTICS
Statistical reasoning, data preparation, SQL, visualization, and transforming complex datasets into actionable insights.
SOFTWARE & AI SYSTEMS
Backend development, API design, application architecture, cloud technologies, and containerized AI applications.
04 / RESEARCH & PUBLICATIONS
RESEARCH ROOTS.
ENGINEERING MINDSET.
2024IEEE RESEARCH
Novel Buck-Boost Inverter with Low Leakage Current and High Voltage Gain
Research in power electronics and inverter system design, connecting my engineering foundation with analytical problem-solving.
READ PUBLICATION ↗05 / GET IN TOUCH
LET'S BUILD
WHAT'S NEXT.
Interested in opportunities across AI Engineering, Machine Learning, Generative AI, and intelligent software development.
I'm open to contributing to teams building useful and impactful technology.
