Aalap Tripathy
Principal Research Engineer
Updated 2 months ago
19+
Years Experience
9
Roles
2
Skills
2
Education
About
I am currently working to advance the state of the art in Federated Edge-to-Exascale workflows & create aData Foundation for AI workflows at Hewlett Packard Labs (AI Research Lab). Previously I worked at HPE's Moonshot, Hyperscale, HPC and Edge & IoT Systems R&D teams designing and evangelizing HPE's Moonshot micro-servers for software defined & workload optimized datacenter (https://www.hpe.com/us/en/servers/moonshot.html)., invented a new "product category" Converged Edge Systems - enabling hardware convergence of OT and IT technologies (https://www.hpe.com/us/en/servers/edgeline-iot-systems.html) My prior work involved system design, prototyping, validation, data pipeline architecture, performance characterization/benchmarking, bringup, solution engineering with internal/external partners - promoting the best utilization of system capabilities in real-world use cases. In this I have to regularly straddle hardware & software - the worlds of High Performance Computing, Big Data Analytics, Embedded Systems and AI for best impact. I am equally at home busy dicing Board schematics, OS Kernels, Systems and/or component firmware or developing or analyzing an algorithm or its performance in a real-world deployments. I collaborate with HPE's Chief Technologists, R&D Engineers across BU’s & external partners for future architecture exploration and analysis, building Proof-of-Concept prototypes for Emerging Technologies (FPGAs & special-purpose ASIC workload accelerators). I completed my Ph.D. in Computer Engineering at the Embedded Systems & Co-design Lab, Texas A&M University. I worked on designing and benchmarking novel many-core platforms for data-intensive computing applications (Search and Recommendation Engines in particular). I have also done a BE, EEE from BITS Pilani, India and subsequently held several leadership positions in its global alumni organization (BITSAA Int) In Grad School, I worked with my colleagues in proposing and validating techniques to improve search engine latency while incorporating semantic disambiguation with systems designs encompassing novel ASICs, GPU, FPGA, novel Intel many-core processors etc.). My interests subsequently moved to machine learning algorithms used in collaborative filtering/recommendation systems where I designed my own hybrid reconfigurable data intensive compute processor architecture.
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Experience (9 roles)
12 yrs 7 mos
Current3 roles · Dec 2015 - Present
Principal Research Engineer
CurrentEdge AI and Industrial IoT Solutions Architect
Hyperscale Big-data & HPC Solutions Engineer
Ph.D. Co-Op
• Drove a Cross-functional team to take Cypress’s new System Management Solution prototype kits (power and thermal management) into production • Created 16-bit USB digital audio reference design on PSoC3. Firmware involved programmable clock generation with adaptive synchronization • Created Trainin...
3 roles · Sep 2009 - Jan 2012
CEO & Trustee
COO
Director, Technology
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Education (2)
Texas A&M University
2008 - 2013
• Dissertation: “High Performance Information Filtering on Many-Core Processors” • Designed algorithms for content-based & collaborative information filtering on Intel SCC, Nvidia GPU’s (~90x speedup, ~85% energy saving) in ICSC ’11, ICSC’12. • Developed techniques for highly parallel, power efficient ASIC for semantic comparison (~10^5 speedup, ~74% energy saving) in IPDPS’10, IPDPS ’11. • Designed & validated a novel CGRA(Coarse Grained Reconfigurable Array) processor for data-intensive applications using Transaction-level modeling of custom-IP blocks, on-chip interconnects in BigData ’13. • Designed an advanced Natural Processing Pipeline combining ontology mapping, entity extraction and semantic role labeling. • Proposed immunological (inspired) security model for Network-on-chip based many-core System-on-Chip in SAW-1 (HPCA -16 ’10) • Mentored a team that designed and validated a natural user interface for Google Earth using a Microsoft Kinect in IJHG ’11 (most highly accessed)
Birla Institute of Technology and Science, Pilani
2004 - 2008
Activities and societies: Center for Software Development, Electrical & Electronics Engineering Students Association, BITS Alumni Association - Goa Executive Committee, Center for Entrepreneurial Leadership, BITSnBytes Founder and Lead for the Center for Software Development, President of the Electrical and Electronics Engineering Student's Association, Student Alumni Representative for the Class of 2008. Received the University Merit Scholarship for three years (2004-2006 for top 1% of class) Published papers in the following topics - “Server Implementations for Campus Wide Networks – DNS, Proxy, LDAP, VOIP”, “Video Conferencing over low bandwidth networks” with Microsoft Research for Conference® XP and “Neural Networks in Production Functions for Steady State Macroeconomic Modeling”
Skills (2)
Certifications (2)▼
Applications of AI for Anomaly Detection
NVIDIA
Building Intelligent Recommender Systems
NVIDIA
Publications (2)▼
A Reconfigurable Computing Architecture for Semantic Information Filtering
2013 IEEE International Conference on Big Data · Dec 23, 2013
Distributed Collaborative Filtering on a Single Chip Cloud Computer
IEEE International Conference on Cloud Engineering (IC2E), 2013 · Jun 13, 2013
Languages (2)▼
Honors & Awards (1)▼
HPE Servers RockStar - 2'H 2016
Issued by Hewlett Packard Enterprise · Oct 2016
Associated with Hewlett Packard Enterprise HPE Servers RockStars award (every Half Year) for employees who have gone way beyond the call of duty to make a huge impact on the success of HPE Servers in 2H’16. Awarded by Division to recognize and congratulate our RockStars on their exceptional work and accomplishments every half year!
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