* Engineered ML pipelines for AI voice interactions. Developed and managed scalable data processing systems for Transformer-XL and ULM models, efficiently handling billions of data inputs and achieving a BLEU score of >90.* Led migration and optimization of 30+ ML classification models using TFX pipelines. Directed the transition to a newer framework, achieving enhanced model performance and AUC scores through optimization of feature vectors and model architectures.* Data integrity enhancement for support workflows. Spearheaded improvements in data integrity, enhancing reporting accuracy and reliability for high-touch support workflows.

* Extended patient check-in software to support FHIR DSTU2, R4, and R5 reads and writes for patient, provider, appointment, observation, questionnaire, history, and medication data.* Added support for remote, at-home use of document completion software in response to COVID-19 measures.* Implemented Java Spring and JavaScript web application security measures to safeguardagainst web application vulnerabilities.* Built an API enabling end users to utilize the product via third-party applications.* Developed push notification system using the Comet reverse Ajax model to synchronize patient and document review queues across multiple users in a concurrent environment.* Managed and developed SQL scripts and schemas for Oracle and SQL Server databases.

* Designed and implemented a Python PDF-to-Excel table extractor for use with 100+ bank statements, supporting table identification with no visibly separable lines, flattening of columns with stacked headers, layered subsection headers, proper assignment of rows split across pages, tables with overlapping columns, watermark removal, and other unconventional formats.* Leveraged Pandas, NumPy, SciPy, and scikit-learn libraries to optimize the PDF table extractor, improving total runtime by over 50% per page.* Designed and implemented an end-to-end deep learning pipeline for table extraction. Includes bank classification using a variety of CNN architectures, table bound and structure identification using Faster R-CNN and FCN-2s with OpenCV computer vision preprocessing, and table classification using NLP BERT multi-label classification models.* Wrote software to redact sensitive information from bank statements through direct editing of the PDF byte stream.* Implemented built-in table extraction verification mechanisms in which rows indicating total and subtotal values are compared against relevant rows to ensure that extraction was performed with 100% accuracy.* Integrated OCR for table extraction on scanned and read-protected PDF documents using custom-trained ABBYY and Tesseract models in a streamlined and automated manner.

* Led the Agile development of HPE's Smart SAN iSCSI software initiator for multiple distributions of Linux.* Ported iSCSI software initiator and iSNS client from a Linux architecture to a VMware ESXi architecture.* Imaged and deployed physical and virtualized systems across a localized storage area network for use with internal software testing.* Optimized and automated internal testing procedures by developing scripts to perform configuration and deployment.* Filed a patent titled Registration with a Storage Networking Repository via a Network Interface Device Driver (Patent #10,764,367).

* Interfacing in-house Java software with a field-programmable gate array for nanosecond-resolution time synchronization of 10Gbps traffic.* Implementation of test suites defined by the IEEE 802.1Qaz Data Center Bridging Exchange, 802.1Qaz Enhanced Transmission Selection, and 802.1Qau Congestion Notification standards.* Extension of existing graphical user interface for testing of the indicated IEEE standards.* Development of test suites designed from requirements specified in the ANSI X3T11 Fibre Channel, IEEE 802.1Qaz Enhanced Transmission Selection, and IEEE 802.1Qau Congestion Notification standards.* Publication to the UNH-IOL Knowledge Base of technical document contrasting differing version of Data Center Bridging Exchange LLDP network packets.* Tested new devices for adherence to the Data Center Bridging and Fibre Channel over Ethernet IEEE protocols using in-house software and Wireshark.* Production of technical reports regarding results for product testing.