Auro Tripathy Email & Phone Number

Seoul, Kr

Mountain View, California, Us

ML Product at Lightmatter, API definition, inference toolchain packaging, out-of-the-box, model zoo

Toronto, On, Ca

Docs, NLP Inference, first-five customer success

Santa Clara, California, Us

• Improved image classifier accuracy by 2% using sequence learning (in videos) with Convolution Networks and Recurrent networks (Cogniac.co)• Segmented foreground/background with Enet neural network (Deepen.ai)• Drone detector for perimeter security (tarsier.co)• Built an iOS image-capture client and GPU server for object detectors. • Built a classifier for pet images (96% accuracy w/SqueezNet). • Built a classifier for images with bloody scenes (95% accuracy w/GoogleNet).

Mt. Prospect, Il, Us

• Built hand-gestures classifier with Bosch sensors and a hardware Radial Basis Function (RBF) neural network. • Automated hotline ticket classification with LSTM networks with minimum accuracy of 80%. • Built an incident clustering system using Latent Dirichlet Analysis (LDA) topic modeling to pinpoint automation opportunities.

San Jose, Ca, Us

• Built components for device-to-device connectivity using NAT traversal techniques such as ICE/STUN/TURN/SDP/XMPP/SIP and enabled reliable and secure communication over unreliable UDP. Improvised by using protocol proxies to solve a vexing connectivity problem. • Build highly-available and scalable cluster for device-to-device messaging. Tested to scale to five million devices.• Subject-matter expert on media-transcoding and next-generation cloud-based UPnP connectivity.• Filed (with USPTO) two invention disclosures specific to novel uses of video codecs and DLNA in storage and transmission

San Jose, Ca, Us

• Led a multi-site software team (size, 15) that developed UPnP/DLNA based whole-home Digital Video Recorder set-top boxes for Time Warner Cable, Cox, Comcast, and Verizon. The boxes were Open Cable compliant.• Products generated $4B in revenue over four years from Cable operators.• Ranked in the top 25% among Cisco managers in 2009/2010. Consummate coaching resulted in the leadership team promoting three of my team members to coveted Cisco Technical Leads. • Drove product performance improvements, multi-vendor interoperability, and product hardening.

Palo Alto, Ca, Us

• Led a team of software architects (five) and outsourced developers (thirty) that shipped the first internet-connected TV with photo, music, and video services from the web. Product sold by retailer Best Buy.• Led a team of software architects that prototyped an internet & cable connected hi-def digital media hub.

• Pre- and post-sales lead on a Tier-1 customer wins (Netgear, Linksys). Generated media-server and media-adapter requirements for the streaming-to-and-through-the-home market. • Educated OEMs through white papers and technical briefs on streaming, security, and quality-of-service for connected devices. • Worked with premium photo, movie, and music services (Rhapsody) to distill requirements for home streaming.

• Led a team that delivered three detailed SoC-based technical proposals; a media-processor based DVD-recordable engine, a H.264 High Definition DVD engine, and a 40 Mega Pixels/sec image-processing engine for printers. • Proposed new instructions for the Trimedia architecture to meet performance goals.• Fixed software defects in record time in Linux driver for IPSec & SSL security processor so the OEM (Abit) could go to production. Provided pre-sales support to Tier-1 networking OEMs to design-in security silicon.

Santa Clara, California, Us

• Managed ten software developers engaged in Network Processor-based application development for Tier-1 OEMs.• Contributed to the architecture of the programmable transport demultiplexor for satellite set-top boxes. Wrote the DVB and DSS microcode and driver. Tested it on FPGA. Filed three patents.• Delivered network processor-based Wireless Router, ATM DSLAM, Intrusion Detection apps, and soft CAMs to Tier-1 OEMs. • Led a team that delivered IPv6 router, header compression, traffic management/shaping, classifier, and NAT engine.

• Managed the MPEG-2 set-top box Technical Marketing team, took six set-top box customers into volume production; revenue generated, $40M.• Specified hardware & software for C-Cube's set-top box reference design; single-handedly wrote the drivers for the set-top chip-set (audio/video & transport).• Won excellence award for providing Nokia with proactive engineering support.• Hands-on technical management in addition to maintaining software MPEG-2 decoder API and trouble-shooting customer issues.

• Grew the C/C++ embedded RISC tools sales from zero to $4M in three years.• Managed the first C++ integrated development environment for embedded system developers, a major new product and direction for the company. Sold 150 seats in the first 12 months. • Conceived and managed the introduction of the first C++ compiler and debugger for Intel's i960 32-bit embedded micro-controller. • Published nine technical articles and presented at three technical conferences.• Wrote three product C++ demonstration packages for self-paced guide.• Defined worldwide beta-testing process and free product evaluation process.• Designed and executed a direct-mail piece with a record response of 5%.

Palo Alto, Ca, Us

• Designed and coded a 2000-line C program to create the user interface for a real-time multitasking instrument containing a Motorola 68000 processor.• Implemented in assembly language, highly optimized graphics algorithms for the same screen- based real-time instrument.• Used the TeamWork Structured Design and Structured Analysis CASE tool to communicate requirements and designs in a large software team.

Amsterdam, Noord-Holland, Nl

Added new features and maintained existing features in a 10,000-line CAD program that converted gate-level schematic diagrams into boolean equations. Designed, implemented, and documented in three weeks, a PC-hosted graphical waveform analysis tool using Microsoft C.Implemented a graphical fuse-table editor for programmable logic devices in one week.

• Managed a cross-functional team of software, hardware, mechanical, and optical engineers to design and implement two vision-systems; one for food inspection, another for semiconductor wafer inspection. The food inspection vision system was delivered ahead of schedule leading to $40,000 early delivery reward for the company. • Designed image-processing algorithms for detecting corners in images installed in vision systems that compute the location and orientation of industrial parts.Implemented image processing primitives such as blob counting and area/centroid calculations in the AMD 29116 micro-code language. Exploited a highly parallel image processing architecture to meet aggressive system performance requirements.

Bachelor Of Technology (B.Tech.), Computer Science & Engg.

Ms Computer Science, Image Processing And Artificial Intelligence