000
INITIALIZING SYSTEM CORE...
Konda Balaji Rao

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 focused snapshot of my background, technical direction, and the kinds of systems I like to build.

Konda Balaji Rao

Software Engineer

Konda Balaji Rao

AI/ML student building practical, production-oriented systems.

Engineering curiosity into reliable AI products

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.

Focus
AI systems
Domain
Healthcare
Stack
ML + Cloud
Interests & Focus Areas
Deep LearningComputer VisionMedical AIMLOpsCloud ArchitectureRAG PipelinesAgentic AI SystemsCI/CD & AutomationOpen Source

What I Focus On

AI/ML

Built models for healthcare-focused problem solving, with an emphasis on robust training, evaluation, and practical deployment.

Deep Learning & CV

Designed neural-network workflows for image understanding, including medical imaging and computer vision experimentation.

DevOps & Cloud

Worked across AWS, CI/CD, Docker, and automation to move AI prototypes into reliable, production-ready services.

MLOps & Research

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."

Featured Projects

A selection of systems I've built, focusing on scalability, AI integration, and complex data processing.

HeartGuard AI

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.

  • 10 AI agents collaborate like specialist doctors — each handles a different type of medical question.
  • Self-correcting RAG pipeline verifies every answer against 125K+ medical documents before responding.
  • 55K+ lines of Python across 220+ files — fine-tuned MedGemma with HIPAA-grade security.
LangGraphMedGemmaFastAPIChromaDBPostgreSQL

Aura Bank

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.

  • ML models for fraud detection (TF-IDF + Logistic Regression) and loan risk prediction.
  • Double-entry ledger system guarantees financial data integrity — no balance drift.
  • 3D immersive auth page with Three.js — distinctive UX that sets it apart from template banking apps.
React 19Node.jsPostgreSQLPython MLThree.js

PDF Tools

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.

  • Async task queues (Celery + Redis) handle large-file OCR and compression without blocking.
  • 25+ PDF operations — merge, split, compress, convert, rotate, password-protect, and OCR.
  • Real-time progress via WebSockets; AES-256 encryption for sensitive document workflows.
PythonCeleryRedisFastAPIFlaskWebSockets

Hospital Management System

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.

  • Optimized PostgreSQL scheduling logic using constraint checks to prevent doctor double-booking.
  • Role-Based Access Control (RBAC) with separate permission sets for doctors, patients, and admins.
  • JWT auth with refresh token rotation and Helmet.js + rate-limiting middleware for API security.
Node.jsPostgreSQLJWTREST APIsRBAC

ML & DL Showcase

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.

  • Heart Disease Prediction: XGBoost + LightGBM + SHAP explainability + Optuna hyperparameter tuning.
  • Transfer Learning with VGG16, ResNet50, InceptionV3, and MobileNet on custom datasets.
  • Computer Vision: edge detection, LBP texture analysis, image similarity search, and segmentation.
PythonTensorFlowPyTorchOpenCVScikit-learn
Technical Arsenal

A focused stack for intelligent systems

My strongest areas are AI systems, deep learning, and MLOps, with supporting tooling across cloud, backend, and DevOps delivery.

AI Agents & LLMs

Core focus

Agentic workflows, retrieval, and local/hosted LLM orchestration for practical product systems.

LangGraphLangChainRAG PipelinesMedGemmaFine-tuning (LoRA/QLoRA)ChromaDBOllama

Deep Learning & CV

Core focus

Model design and training for image understanding, experimentation, and high-signal feature learning.

KerasPyTorchOpenCVTransfer LearningCNNLSTMVGG16 / ResNet

Machine Learning

Supporting capabilities that help ship reliable systems with speed, clarity, and maintainability.

Scikit-learnXGBoostLightGBMSHAPOptunaPandasNumPy

Backend Engineering

Supporting capabilities that help ship reliable systems with speed, clarity, and maintainability.

Python (FastAPI)Python (Flask)REST APIsWebSockets

Databases & Storage

Supporting capabilities that help ship reliable systems with speed, clarity, and maintainability.

PostgreSQLRedisSQLite

Cloud & DevOps

Deployment, automation, and infrastructure patterns that keep ML systems stable and reproducible.

AWS (EC2, S3)GitHub ActionsCI/CDLinuxDockerDocker ComposeTerraformVPC / Networking

Tools & Practices

Supporting capabilities that help ship reliable systems with speed, clarity, and maintainability.

GitJupyterGoogle ColabVS CodeMLflow

Education

Academic foundation and achievements.

B.Tech in Computer Science (AIML)

2023 - Present

Vignan's Foundation for Science, Technology and Research

CGPA: 7.503rd Year (6th Sem)

Intermediate (12th Grade)

2021 - 2023

Sri Chaitanya Junior College

9.54 CGPA (95%)

SSC (10th Grade)

2019 – 2021

Z.P. High School

9.58 CGPA (96%)
Achievements

Certifications & Awards

13 credentials — click any photo to develop it in full

Developing

Agentic AI Hackathon
Featured
View

Agentic AI Hackathon

Hackathon Competition

🤖
April 2026

Developing

Agentic AI Hackathon — Team
Featured
View

Agentic AI Hackathon — Team

Hackathon Competition

🏆
April 2026

Developing

ML Neurothon
View

ML Neurothon

Neurothon ML Competition

🧠
May 2026

Developing

HackerRank Hackathon
View

HackerRank Hackathon

HackerRank

💻
May 2026

Developing

HackerRank Leaderboard
View

HackerRank Leaderboard

HackerRank

📊
May 2026

Developing

Cambridge English PET
View

Cambridge English PET

Cambridge University

🇬🇧

Score: 141

May 2024

Developing

Generative AI
View

Generative AI

Professional Certification

2024

Developing

E-Business
View

E-Business

NPTEL / SWAYAM

💼
2024

Developing

Principles of Management
View

Principles of Management

NPTEL / SWAYAM

📋
2025

Developing

Organisational Behaviour
View

Organisational Behaviour

NPTEL / SWAYAM

🏛️
2024

Developing

Full Stack Hackathon
View

Full Stack Hackathon

Dept. of ACSE, Vignan's Foundation

🚀
2024

Developing

Full Stack Hackathon — Team
View

Full Stack Hackathon — Team

Dept. of ACSE, Vignan's Foundation

🤝
2024

Developing

UEAC Volunteering
View

UEAC Volunteering

Vignan's Foundation

💛
2024–2025

Get In Touch

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.

Email

balajikonda9046@gmail.com

Phone

+91 83096 36226

Location

Guntur, Andhra Pradesh, India

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