As a Full Stack Data Professional with a background in Chemical Engineering and Applied Math, I bring over 7 years of experience across diverse industries, specializing in transforming data into actionable insights and scalable solutions. I have expertise across the entire data science lifecycle, including Generative AI/LLMs, Data Engineering, Cloud Computing, Analytics, Visualization, Machine Learning, and DevOps. My portfolio demonstrates a proven track record of developing end-to-end solutions that turn raw data into valuable data products.Explore my work and the innovative solutions I’ve crafted at my project portfolio: https://ktgster.github.io.I hold several professional certifications that attest to my expertise:AWS Certified Solutions Architect – AssociateAWS Certified Machine Learning – SpecialtyMicrosoft Certified: Azure Data Engineer AssociateMicrosoft Certified: Fabric Analytics Engineer AssociateDatabricks Certified Data Engineer ProfessionalDatabricks Certified Associate Developer for Apache Spark 3.0Snowflake SnowPro Core CertificationAstronomer Certification for Apache Airflow FundamentalsAstronomer Certification DAG Authoring for Apache AirflowTensorFlow Developer CertificateGitHub Actions CertificationHashiCorp Certified: Terraform Associate (003)IBM Data Engineering Professional CertificateGoogle Data Analytics Professional CertificateGoogle Advanced Data Analytics Professional CertificateMy technical proficiency includes:Programming: Python (Pandas and Pyspark), SQL, R, JavaScript (React)Programming Paradigms: Object-oriented, Functional, ProceduralCloud Platforms: AWS, Microsoft Azure, GCPGenerative AI/LLMs: Ollama, LangChain, OpenAI, RAG, Hugging FaceMachine Learning/Deep Learning: Scikit-learn, TensorFlow & Keras, PyTorchMachine Learning Ops: MLflow, DatabricksData Visualization: Power BIData Streaming: Apache KafkaData Orchestration: Apache Airflow, Azure Data FactoryData Storage and Processing: SQL Server, NoSQL (MongoDB, ElasticSearch), Apache Spark, Snowflake, DatabricksDevOps: Kubernetes, Docker, Terraform, CI/CD with GitHub Actions/Azure pipelines, Git, Linux ShellMethodologies: Agile Development, Data Modeling, ETL Pipelines, Unit Testing with PytestI am actively seeking opportunities where I can leverage my skills to drive innovation and impactful decision-making by creating end-to-end data products.