Venkata Kadidam

Venkata Kadidam

AI/ML Engineer
USA
English

نبذة عني

AI/ML Engineer with 4+ years of experience designing, developing, and deploying scalable Machine Learning, Generative AI, and LLM-powered applications across healthcare and enterprise environments in the US. Proven exper…

الخبرة

AI/ML Engineer

Cardinal Health, California, USA
Jun 2024 - حتى الآن · 2 سنوات 1 شهر

Designed and deployed machine learning models for healthcare supply chain forecasting, improving inventory optimization and reducing stock-out risks across pharmaceutical distribution networks.
Built LLM-powered healthcare intelligence systems using OpenAI and LangChain to extract insights from clinical and operational documents using RAG-based architectures.
Developed scalable end-to-end ML pipelines using PyTorch, TensorFlow, and AWS for patient outcome prediction and healthcare analytics.
Implemented MLOps pipelines using MLflow and Apache Airflow for automated training, experiment tracking, and production deployment.
Engineered real-time data pipelines using AWS S3, Snowflake, DBT, Kafka, and Spark for large-scale healthcare and pharmacy data processing.
Deployed containerized ML services using Docker and Kubernetes, enabling scalable and HIPAA-compliant cloud deployment.
Applied advanced NLP techniques (BERT, Transformers, NER models) to support clinical decision systems and improve data extraction accuracy.

Software Engineer

Cognizant Technology Solutions, India
Mar 2021 - Jul 2022 · 1 سنة 4 أشهر

Developed machine learning models using Python and Scikit-learn for enterprise analytics and automation use cases.
Built and optimized data pipelines using SQL, Pandas, and Python for structured and unstructured datasets.
Developed and deployed REST APIs for ML model integration into enterprise applications on AWS cloud.
Supported model evaluation and performance tuning, improving accuracy and system reliability in production environments.
Implemented NLP-based classification systems for document automation and customer support workflows.

ML Engineer

Nexova, India
Jan 2020 - Feb 2021 · 1 سنة 1 شهر

Assisted in development of machine learning models for classification and prediction tasks using Scikit-learn.
Performed data preprocessing, feature engineering, and dataset preparation using Pandas and NumPy.
Built basic Flask APIs for ML model deployment and backend integration.
Conducted model evaluation using accuracy, precision, recall, and F1-score metrics.
Supported ML lifecycle activities including dataset management, training, and documentation.

المهارات

Supervised Learning Unsupervised Learning Classification Regression Feature Engineering Model Optimization Predictive Analytics Time Series Forecasting OpenAI API LangChain Retrieval-Augmented Generation (RAG) Prompt Engineering Pinecone FAISS LLM Fine-tuning AI Agents Chatbot Development PyTorch TensorFlow Transformers BERT Named Entity Recognition (NER) Sequence Modeling Attention Mechanisms Apache Spark Kafka DBT ETL/ELT Pipelines Data Modeling Data Warehousing Snowflake Pandas NumPy MLflow Airflow Docker Kubernetes CI/CD GitHub Actions Model Monitoring Flask FastAPI AWS S3 EC2 Lambda SageMaker Databricks Terraform Linux
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