Praveen Sehgal

Led AI transformation of government ERP systems, integrating generative AI models and MLOps pipelines into procurement, finance and HR workflows. Designed RAG architectures to provide natural language access to ERP data; implemented anomaly detection and workflow automation using LLMs and AI-powered validation rules.

Architected AI-enabled migration of Oracle Forms to APEX, leveraging Oracle 23ai and ChatGPT APIs to interpret legacy code and generate APEX code modules. Developed custom NLP and LLM models to extract business logic and UI elements; integrated with OCI pipelines and APEX; improved migration efficiency and code quality.

Created secure data management platform managing 2K+ data attributes across FAA systems; implemented real-time audit trails, ad hoc reporting and PIV-based authentication. Developed process automation and anomaly alerts using custom rules; prototyped generative AI assistants to answer queries on regulatory data.

Engineered ML pipelines for drug safety analytics, processing 2 GB of daily pharmaceutical data; built predictive models to detect adverse events with 92% accuracy. Implemented real-time inference using TensorFlow and Apache Kafka; developed self-service dashboards with Oracle Analytics Cloud and Power BI.

Developed intelligent document management and workflow automation systems for fisheries data; built OCR and classification models for permit processing. Implemented predictive analytics for stock assessment and automated report generation using natural language generation (NLG) techniques.

Completed a certification in Generative AI with Large Language Models, focusing on the principles and applications of large language models. This program was offered by DeepLearning.AI in collaboration with AWS.

Completed the Machine Learning Engineering for Production (MLOps) certification from DeepLearning.AI. This program focused on the principles and practices of deploying and managing machine learning models in production environments.

Earned the TensorFlow Developer Certificate from Google, demonstrating proficiency in using TensorFlow for machine learning development. This certification validates skills in building and deploying machine learning models.

Became a Certified Tableau Administrator, demonstrating expertise in managing and maintaining Tableau Server environments. This certification covers server administration, security, and performance optimization.

Obtained the Oracle Certified APEX Developer certification, demonstrating proficiency in developing applications using Oracle Application Express (APEX). This certification validates skills in building web applications on the Oracle database.

Achieved the Certified Cognos Developer certification, demonstrating proficiency in developing reports and dashboards using IBM Cognos. This certification covers data modeling, report design, and performance tuning.