Dheeraj K

About Dheeraj K

AI/ML Engineer with 4+ years of experience building and deploying scalable machine learning solutions across banking and healthcare. Skilled in ML, deep learning, NLP, and cloud-based MLOps using Python, AWS, TensorFlow, and PyTorch. Proven track record of improving model performance, automating pipelines, and delivering business-impactful AI solutions.

Experience

1. Machine Learning Engineer

   Capital One

   Dec 2024 — Present

   Involved in all phases of the Machine Learning Development Life Cycle (MLDLC) — including data collection, preprocessing, model design, training, evaluation, deployment, and monitoring.Developed end-to-end AI-driven solutions using Python, NumPy, Pandas, Scikit-learn, TensorFlow, and PyTorch for financial data analysis and risk modeling.Designed and implemented RESTful APIs and microservices using Flask and FastAPI to serve machine learning models in production environments.Utilized feature engineering, data augmentation, and hyperparameter tuning to improve model accuracy and reduce overfitting.Implemented MLOps pipelines for automated training, validation, and deployment using Docker, MLflow, Kubernetes, and Jenkins.Developed reusable data preprocessing and model training modules, improving consistency and reducing redundancy across AI pipelines.Integrated Deep Learning architectures (CNNs, RNNs, and Transformers) for NLP and computer vision tasks using TensorFlow and Hugging Face Transformers.Deployed models on AWS SageMaker and Azure ML, leveraging Lambda, S3, and EC2 for scalable inference and monitoring.

Education

• TKR college of enigineering and technology

  Bachelor's degree, Electronics and Communications Engineering

• University of Central Missouri

  Master's degree, Computer Science