Sumeet Singh Email & Phone Number

Saratoga, CA, US

Oakland, CA, US

Technical & thought leadership and applied R&D in Deep Learning (CV, NLU/NLP).SOTA publication in unconstrained full page handwriting recognition and math recognition with a novel multi-modal model combining CNN and Transformer. Novel in-context learning models for auto-grading using Transformers, Matching Networks and Prototypical networks. AI-Writing &.

Led the Advanced Algorithms Engineering team at Moogsoft. The algorithms perform noise reduction and summarization of logs collected from an enterprise. Left to pursue applied research in Deep Learning / modern AI.

A brief stint at Samsung Strategy and Innovation Center as one of the two Software Architects defining their Autonomous Vehicle (ADAS and AV) platform at Samsung Strategy and Innovation Center - Smart Machines group. Was a lot of fun, I quickly ramped up and contributed meaningfully and measurably. Left to pursue opportunity to lead AI development.

Took time off to develop myself in applied research in AI/deep-learning. Solved a request for research problem put out by OpenAI (math recognition) and created a SOTA model. The model has since been cited in papers (one of them at NeurIPS). Open-sourced code, data and model weights are downloaded on a weekly basis and are archived in the GitHub Arctic Code.

San Jose, California, US

Joined Symantec through acquisition of Narus Inc. Built a lean and mean team of data engineers and scientists.Spearheaded application of deep-learning to cyber security (LSTM based auto-regressive model over SIEM logs).Was responsible for Symantec’s big data cyber security analytics platform: ML/DL stack, data management, data security, application.

Arlington, VA, US

Worked at Narus Inc., a wholly owned Boeing subsidiary. Built a data engineering team for a big data analytics product for cyber security and network surveillance.Shipped a big data management system achieving ~20x query performance improvement through a combination of technology infusion, data pre-aggregation and query parallelization. Formed and ran.

Saratoga, CA, US

Founded Untrix Inc. Developed a lightweight (entirely on the edge) ubiquitous Password Manager product to make account credentials (websites, user-ids, passwords, PINs, membership-numbers, credit-card numbers etc.) available on every device (computers, mobile, Smart TV, gaming console etc.) while providing the user full control of their data via..

Bridgewater, NJ, US

At FusionOne (SyncML pioneer), oversaw architecture of our data synchronization SaaS (similar to iCloud) serving 10s of millions of consumers. Had ~150 engineers under my technical supervision and represented the platform to customers and during M&A discussions (successfully sold to Synchronoss). Helped scale up existing product from ~5M to ~40M users..

Redwood City, US

Played different roles: software engineer, then architect and then product technologist at Openwave / Phone.com (WAP pioneer). Developed mobile network software infrastructure, middleware, proxies/gateways and applications delivering security (like CASB), advertisements and recommendations, voice (SIP), location, messages (SMS, MMS, Push, chat) and.

Product development and hosting of a Chat / Social Networking service converting every website into a chat-room - way before MySpace and Facebook and before the term 'friend me' was popular. Small startup with about 6 engineers - was responsible for server-side code as well as the client-server communication layer.

Singapore, SG

Kent Ridge Digital Labs, Singapore:Computer Vision Research: Research in areas of pattern recognition & machine learning, specifically face recognition & aging, automatic image categorization, clustering and similarity-based retrieval, content (feature) based archival (indexing) and retrieval (search) of images.* Contributed to proposal of a description.

Armonk, New York, NY, US

Tata-IBM* 2D Graphics Engine Development for IBM's Neptune GPU. Surpassed 15 X mark GPU performance benchmark.* Proposed and implemented AIX device driver to archive to a remote tape device (via network).* Unix system administration

Master Of Engineering (M.E.), Systems Science And Automation W/ Dissertation In Computer Vision & Computational Neuroscience

Bachelor Of Engineering (Be), Power Electronics Engineering