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 & Paraphrase detection. Fundamental work explaining underlying dynamics of how intelligence arises in GenAI. Applying foundational language and multimodal models for narrow well-defined workflows but also as general purpose intelligence engines via. Agentic Systems. Built Turnitin’s Spanish AI writing detector.

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 Vault.https://untrix.github.io/i2l/

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 lifecycle management, low-latency query engine and indexing for ad-hoc exploration and security intelligence graph. Recognized for innovation- data engineers/scientists from around the company wanted in on the team.Tensorflow, Pandas, RStudio, H2O, Knime, Hadoop, Hive, Knox, Ranger, Spark, Elasticsearch, Tez, Oozie, Solr, Presto, Accumulo, Phoenix, Cassandra, HBase, Storm, Kafka, Logstash, Neo4J, GaphX.

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 architect’s council.Narus was acquired by Symantec.MemSQL, Postgres, Impala, IBM Infostreams, IBM BigSQL, Pivotal SQLFire, MySQL Cluster, Parstream, HBase, VoltDB, HP Vertica, Kognitio, HTML5/JS stack.

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. decentralized data-synchronization (i.e. no-server, no-cloud). Released a fully functional GA prototype on the Google Chrome Web store. Hybrid distribution architecture: deploys like a SaaS, but works like a native app. Included two inventions: decentralized data-synchronization and a crowd editable form detection algorithm. To this day, no other password manager has a federated data-base which is super-relevant now given all the data privacy issues that plague the internet. Our auto-capture and auto-fill technology was the best among competitors.Open Source Code: https://github.com/untrix/BPrivyWebsite: http://www.untrix.com/w3/html/web.htmlCode is written in HTML5/Javascript and C++.

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. Added major new features like geo distribution and redundancy, web service API, cloud endpoints, protocol translation, system-wide job scheduling etc. all on a deployed service. Delivered the design of an entire new handset-transfer product from scratch in 1 month complete with new mobile client, server, database, protocol stacks and patents. Worked across teams in three countries and multiple cities.JEE, C++, Apache Tomcat, Redhat/Fedora Linux, Oracle,, NetApp NFS, Hadoop, Cassandra, CAstor, Crringo, Oracle Exadata, Sun LDAP, Apache LDAP, DOVI, Apache ActiveMQ, IBM MQ Series

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 device-adapted content to 100s of millions of mobile consumers worldwide. Notably, invented an algorithm and data-structure to partial match a URL to 10s of millions of URLs in micro/nanoseconds constant time. Also single-handedly turned out the seed release of Integra in 2004 (NFV platform). Represented Openwave at Open Mobile Alliance.Solaris, Linux, C, C++, Several HTTP, WAP and WSP/ISP related technologies and protocols like SIP/IMS

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 scheme for MPEG-7.* Research work on face-image aging, archival and retrieval.* Research in areas of pattern recognition & machine learning, specifically face recognition, automatic image categorization, clustering and similarity-based retrieval. Automatic feature selection of image features and self-supervised learning of the similarity function of face images.* Developed a digital photo album with indexing and retrieval based on automatic scene segmentation of images.* 4 papers published.

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