AI Agents & LLMs
Core focusAgentic workflows, retrieval, and local/hosted LLM orchestration for practical product systems.

AI/ML & Deep Learning Engineer building production-grade models and deploying them at scale with DevOps & Cloud. Creator of HeartGuard AI.
A focused snapshot of my background, technical direction, and the kinds of systems I like to build.

Software Engineer
Konda Balaji Rao
AI/ML student building practical, production-oriented systems.
I'm Konda Balaji Rao, a B.Tech student specializing in Artificial Intelligence & Machine Learning at Vignan's Foundation for Science, Technology and Research.
My work sits at the intersection of model development and systems thinking. I am especially drawn to healthcare AI, where careful engineering, repeatable experiments, and dependable deployment matter as much as model accuracy.
I enjoy taking an idea from notebook to production: designing the experiment, training the model, wiring the pipeline, and making the final system measurable, maintainable, and fast enough to matter.
Built models for healthcare-focused problem solving, with an emphasis on robust training, evaluation, and practical deployment.
Designed neural-network workflows for image understanding, including medical imaging and computer vision experimentation.
Worked across AWS, CI/CD, Docker, and automation to move AI prototypes into reliable, production-ready services.
Focused on experiment tracking, model lifecycle discipline, and iteration speed from research ideas to operational systems.
"My mission is to build AI systems that are not just intelligent, but also trustworthy, explainable, and impactful — especially in domains where accuracy matters most."
A selection of systems I've built, focusing on scalability, AI integration, and complex data processing.
AI-Powered Cardiac Health Assistant
A medical AI that actually verifies its answers — not guesses them. 10 specialist AI agents backed by 125K+ trusted medical documents. Fine-tuned Google MedGemma for cardiology. HIPAA & GDPR compliant.
AI-Powered Full-Stack Banking System
A comprehensive fintech ecosystem with real-time transactions, AI fraud detection, loan eligibility prediction, and an immersive 3D Three.js login — all on a double-entry ledger for financial integrity.
Async High-Throughput Document Engine
Handles 1GB PDF files without freezing the UI. Celery + Redis task queues offload heavy OCR and compression. Real-time WebSocket progress. AES-256 encryption. Dual interface: Flask web UI + FastAPI REST.
Enterprise Healthcare Resource Planning
Full-stack appointment and patient management platform with conflict-free scheduling, multi-role access control, and a secure REST API — built with Node.js and PostgreSQL.
34 Notebooks — ML, DL, CV & Image Processing
A production-quality collection of 34 Jupyter notebooks across machine learning, deep learning, computer vision, and image processing — built during academic study with real datasets.
My strongest areas are AI systems, deep learning, and MLOps, with supporting tooling across cloud, backend, and DevOps delivery.
Agentic workflows, retrieval, and local/hosted LLM orchestration for practical product systems.
Model design and training for image understanding, experimentation, and high-signal feature learning.
Supporting capabilities that help ship reliable systems with speed, clarity, and maintainability.
Supporting capabilities that help ship reliable systems with speed, clarity, and maintainability.
Supporting capabilities that help ship reliable systems with speed, clarity, and maintainability.
Deployment, automation, and infrastructure patterns that keep ML systems stable and reproducible.
Supporting capabilities that help ship reliable systems with speed, clarity, and maintainability.
Academic foundation and achievements.
Vignan's Foundation for Science, Technology and Research
Sri Chaitanya Junior College
Z.P. High School
13 credentials — click any photo to develop it in full
Developing

Agentic AI Hackathon
Hackathon Competition
Developing

Agentic AI Hackathon — Team
Hackathon Competition
Developing

ML Neurothon
Neurothon ML Competition
Developing

HackerRank Hackathon
HackerRank
Developing

HackerRank Leaderboard
HackerRank
Developing

Cambridge English PET
Cambridge University
Score: 141
Developing

Generative AI
Professional Certification
Developing

E-Business
NPTEL / SWAYAM
Developing

Principles of Management
NPTEL / SWAYAM
Developing

Organisational Behaviour
NPTEL / SWAYAM
Developing

Full Stack Hackathon
Dept. of ACSE, Vignan's Foundation
Developing

Full Stack Hackathon — Team
Dept. of ACSE, Vignan's Foundation
Developing

UEAC Volunteering
Vignan's Foundation
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.
Looking for a passionate AI engineer to bring your ideas to life? I'd love to hear from you.
Send Me a Message