I'm a passionate AI/ML Engineer with a solid foundation in full-stack development and over 2 years of experience building scalable systems using Java, Spring Boot, and Microservices. I'm now channeling my engineering expertise into solving real-world problems through machine learning, deep learning, and data science.
- 🔍 Machine Learning & AI: Building end-to-end ML pipelines for regression, classification, NLP, and time series analysis using Python, Scikit-learn, TensorFlow, and PyTorch.
- 📊 Data Engineering: Designing and optimizing data workflows using Pandas, NumPy, SQL, PySpark, and Delta Lake.
- 🌐 Web & API Development: Creating secure and high-performance APIs with Spring Boot and Node.js.
- ☁️ Cloud & DevOps: Deploying ML models and apps on AWS with Docker, Kubernetes, and CI/CD automation.
- 🔐 Security Engineering: Implementing secure authentication via OIDC, ForgeRock, and Active Directory.
I'm currently expanding my skills in:
- ✨ Large Language Models (LLMs) and fine-tuning
- 🧱 MLOps and scalable model deployment
- 🧪 Experiment tracking and performance tuning with tools like MLflow & Optuna
- 📈 Advanced feature engineering, XGBoost/LightGBM/CatBoost
- 🎮 Agentic AI workflows and multimodal storytelling systems
- 🔄 Migrated legacy systems to microservices, improving modularity and deployment speed.
- 🔐 Designed **secure, scalable REST APIs for enterprise systems using ForgeRock and OIDC.
- 🔧 Built intelligent ML systems to predict calorie expenditure, classify audio species, and more.
- 🧰 Developed CI/CD pipelines** on Kubernetes + Jenkins to streamline ML app releases.
- 🔎 Implemented SHAP & model explainability for transparency in ML predictions.
- 🔥 Calorie Prediction ML: Predicts calories burned using biometric and activity features with model explainability.
- 🧠 AI-Powered Story Generator (WIP): Generates interactive storylines with emotion-aware background music and speech synthesis.
- 🐦 Wildlife Audio Classifier (Kaggle): Classifies bird and mammal sounds using spectrograms and deep learning.
- 📦 Drug Info Scraper & Dashboard (Coming Soon): Automates pharma data extraction and builds real-time dashboards using Python + Power BI.
- 💼 [LinkedIn](https://www.linkedin.com/in/kishorevreddy156
- 📧 Email: [email protected]
- 🌐 GitHub
Thanks for visiting! Let's build intelligent systems that matter. 🚀