AI/ML Engineer & Cloud Architect
Crafting Intelligent AI Systems
with Deep Learning & Cloud.
AI/ML & Deep Learning Engineer building production-grade models and deploying them at scale with DevOps & Cloud. Creator of HeartGuard AI.
About Me
A glimpse into who I am and what drives my passion for technology.
I'm Konda Balaji Rao, a B.Tech student specializing in Artificial Intelligence & Machine Learning at Vignan's Foundation for Science, Technology and Research.
I'm deeply fascinated by how deep learning and intelligent systems can transform raw data into life-saving decisions. My core expertise lies in AI/ML, Deep Learning, and DevOps & Cloud — building production-grade models and deploying them reliably at scale.
From training neural networks for medical image analysis to setting up CI/CD pipelines on AWS, I enjoy the full spectrum of taking an AI idea from research to real-world deployment. When I'm not coding, you'll find me reading the latest ML papers or experimenting with new architectures.
AI & Machine Learning
Passionate about building intelligent ML models and systems that solve real-world problems, especially in healthcare.
Deep Learning & CV
Designing neural networks for computer vision, NLP, and medical image analysis with TensorFlow & PyTorch.
DevOps & Cloud
Deploying and scaling AI models on AWS with CI/CD pipelines, Docker, and infrastructure automation.
MLOps & Research
End-to-end ML lifecycle management — from experiment tracking to production monitoring and retraining.
"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."
Featured Projects
A selection of systems I've architected, focusing on scalability, AI integration, and complex data processing.
Aura Bank
AI-Powered Banking Management System
A comprehensive full-stack fintech ecosystem with AI-powered features including fraud detection, loan risk analysis, and intelligent chatbot support using local LLM.
- Built ML models for fraud detection and loan eligibility prediction.
- Implemented double-entry ledger system for financial data integrity.
- 3D immersive login experience with Three.js animations.
HeartGuard AI
AI-Powered Heart Health Companion
An intelligent medical AI that actually checks its own answers. 8 specialist AI agents work together to answer heart health questions using 125K+ trusted medical documents.
- 8 AI agents collaborate like specialist doctors — each handles a different type of medical question.
- Self-correcting search verifies every answer against trusted sources before responding.
- Fine-tuned Google's MedGemma model specifically for cardiology with healthcare-grade security.
PDF Tools (Async Architecture)
High-Throughput Document Processing Engine
Demonstrates understanding of system design, queues, and handling heavy compute loads without blocking the UI.
- Implemented asynchronous task queues (Celery + Redis) to handle large file OCR and compression.
- Real-time status updates via WebSockets for seamless UX.
- Secured workflows with AES-256 encryption.
Hospital Management System
Enterprise Resource Planning for Healthcare
Optimized scheduling logic in PostgreSQL to prevent double-booking conflicts. Implemented Role-Based Access Control (RBAC) for doctors, patients, and admins.
- Optimized scheduling logic in PostgreSQL to prevent double-booking conflicts.
- Implemented Role-Based Access Control (RBAC) for doctors, patients, and admins.
ML & DL Showcase
34 Jupyter Notebooks Collection
A comprehensive collection of machine learning, deep learning, computer vision, and image processing projects developed during academic study.
- Heart Disease Prediction with SHAP explainability and ensemble methods.
- Transfer Learning with VGG16, ResNet, InceptionV3, MobileNet.
- Computer Vision: Edge detection, LBP, Image similarity search.
Technical Arsenal
A comprehensive toolkit for building scalable, intelligent systems.
AI Agents & LLMs
Machine Learning
Deep Learning & CV
Backend Engineering
Databases & Storage
Cloud & DevOps
Tools & Practices
Education
Academic foundation and achievements.
B.Tech in Computer Science (AIML)
2023 - PresentVignan's Foundation for Science, Technology and Research
Intermediate (12th Grade)
2021 - 2023Sri Chaitanya Junior College
SSC (10th Grade)
2021Z.P. High School
Certifications
Professional certifications validating my skills and expertise
Cambridge English PET
Cambridge University
Generative AI
Professional Certification
Comprehensive Generative AI technologies & applications
E-Business
NPTEL / SWAYAM
Electronic business strategies, digital commerce & enterprise frameworks
Organizational Behaviour
NPTEL / SWAYAM
Organizational dynamics, leadership, and management behaviour
Full Stack Hackathon
Dept. of ACSE, Vignan's Foundation for Science, Technology & Research
Demonstrated outstanding performance in Full Stack Development — secured consolation position showcasing creativity, problem-solving, and teamwork
UEAC Volunteering
Vignan's Foundation for Science, Technology & Research
Certificate of Appreciation for completing 30 hours of active volunteering in UEAC during 2024–2025, building teamwork, leadership & community engagement skills
✨ Hover to pause rotation • Click a certificate to view
Get In Touch
I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.
Connect With Me
Let's Build Something Amazing
Looking for a passionate AI engineer to bring your ideas to life? I'd love to hear from you.
Send Me a Message