• Led a team of five in building a prototype of a log analytics system that could auto-triage and auto-fix issues for large scale cloud deployments drastically reducing support tickets and debug time. Python/Scikit/Kafka/Fluent

• Built ML pipelines for training and inference consisting of data ingest, preprocessing and feature extraction.

• Built a visualization interface that explains the ML predictions by highlighting significant event correlations.

• Demonstrated a working prototype at global conferences such as CES-Las Vegas & IBC-Amsterdam.

• Conceptualized a novel idea, secured funding and pitched to Cisco Executives

• Guest Speaker at Startup Cisco & worked closely with the Cisco Strategic Innovation Group

Cisco Service Provider Video Group (sold off to Synamedia in Nov 2018):

• Led the design and development of features in a cloud-based IP Video Delivery Pipeline spanning LiveTV, Video on Demand, and CloudDVR solutions for top-tier service providers with millions of product users.

• Ensured high-availability and performance across components as a member of the cross-site architecture team.

• Microservices Architecture: Led the design and architecture of Cisco’s next-gen microservice based distributed video packaging solution. Successfully deployed the containerized solution on AWS for high-profile customers in a short time frame. GoLang/C++/Docker/Ansible/OpenShift/AWS S3/Etcd

• Distributed Video Packager: Implemented several features related to HLS/DASH/CIF specs, Subtitles (DVB), Ad-Insertion w/SCTE-35, MPEG-TS indexing. C++/NodeJS/RedisDB/Zookeeper/Nginx/IPVS/HAProxy

• Data Analytics: Built tools to analyze and visualize system resource utilization (CPU/Mem/Conns etc.), and validate streaming video and subtitle data leveraging open source tools such as Tesseract OCR. Python/R/TesseractOCR

Led a small team in developing an extensible compatibility layer between Lotus Domino and Sharepoint to improve productivity of customers in diverse business ecosystems. Java/Eclipse Plugin Dev

Our team prototyped a device-adaptive web framework (similar to today’s Twitter Bootstrap + iUI) to improve the state of the Rich Mobile Web. Concepts adopted by platforms like WordPress and published in developer docs. PHP, JS