I am currently the Technical Lead for MLOps @ Renesas, where I architect and develop MLOps product for automotive System-on-Chip (SoC) customers. As the torchbearer for the product, I’m deeply invested in building the best (ease-of-use, performance, scaling) for my customer: “The ML product engineers in your automotive company”
With 10+ years experience in semiconductors, I’ve gained hands-on experience across the technology stack: hardware from “CMOS to systems” and software from “embedded applications to deep learning”. As a curious problem-solver, I have had the opportunity to be an inventor on 25+ US patents (pending & granted) in semiconductor memories, edge AI computing, and AI-powered applications.
I bring strong customer understanding and product thinking, though proven work experience in both Tier-1 (Bosch) and Tier-2 (Renesas, Micron) companies within the automotive segment.
Outside of work, I often:
1) Volunteer for K-12 STEM initiatives in local communities. Founder at CampML.org
2) Mentor young professionals in undergrad and graduate engineering programs.
3) Hack/Make (Robotics, IoT, 3D printing, AI art, etc).
Publications
Updated April 6th 2025
| Sl. No. | Publication Title | Author(s) | Year | Conference/Journal |
| 1 | Software engineering approaches for tinyml based iot embedded vision: A systematic literature review | Shashank Bangalore Lakshman, Nasir U Eisty | 2022 | Proceedings of the 4th International Workshop on Software Engineering Research and Practice for the IoT; ICSE 2022 https://conf.researchr.org/profile/icse-2022/shashankbangalorelakshman |
Inventions
Updated April 6th 2025
| Sl. No. | Patent Title | Inventor(s) | Assignee | Patent ID |
| 1 | ANALOG COMPUTING CONFIGURED MEMORY | BANGALORE LAKSHMAN SHASHANK [CA] KALE POORNA [CA] | MICRON TECHNOLOGY INC [US] | US2024329841A1 |
| 2 | CERTIFICATION OF DEVICE CALIBRATIONS | BANGALORE LAKSHMAN SHASHANK [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024354422A1 |
| 3 | IMPRINT MANAGEMENT FOR MEMORY | BANGALORE LAKSHMAN SHASHANK [US] HARMS JONATHAN D [US] STRAND JONATHAN J [US] BASUTA SUKNEET SINGH [US] | MICRON TECHNOLOGY INC [US] | US12230349B2 US2023253064A1 |
| 4 | TRUST BASED FEDERATED LEARNING | BANGALORE LAKSHMAN SHASHANK [US] PRAKASH PAVANA [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024289634A1 |
| 5 | Quantization at Different Levels for Data Used in Artificial Neural Network Computations | TIKU SAIDEEP [US] LAKSHMAN SHASHANK BANGALORE [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024161489A1 |
| 6 | Augmented Reality Devices with Passive Neural Network Computation | TIKU SAIDEEP [US] LAKSHMAN SHASHANK BANGALORE [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024280813A1 |
| 7 | DEVICE TRAINING AT A DETERMINED QUANTIZATION | BANGALORE LAKSHMAN SHASHANK [US] PRAKASH PAVANA [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2025041663A1 |
| 8 | SURVEILLANCE USING TRANSFER LEARNING OF A FEDERATED MODEL | BANGALORE LAKSHMAN SHASHANK [US] PRAKASH PAVANA [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024346328A1 |
| 9 | Accelerating Machine Vision with Peripheral and Focal Processing using Artificial Neural Networks | LAKSHMAN SHASHANK BANGALORE [US] TIKU SAIDEEP [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024282074A1 |
| 10 | AUTHENTICATION BASED SECURE FEDERATED LEARNING | BANGALORE LAKSHMAN SHASHANK [US] PRAKASH PAVANA [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024378456A1 |
| 11 | Configurable Acceleration of Peripheral Machine Vision Implemented using Artificial Neural Networks | LAKSHMAN SHASHANK BANGALORE [US] TIKU SAIDEEP [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024282071A1 |
| 12 | Encode Inputs to Reduce Energy Usages in Analog Computation Acceleration | SUNNY FEBIN [US] TIKU SAIDEEP [US] LAKSHMAN SHASHANK BANGALORE [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024171192A1 |
| 13 | Deep Learning Computation with Heterogeneous Accelerators | TIKU SAIDEEP [US] SUNNY FEBIN [US] LAKSHMAN SHASHANK BANGALORE [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024281291A1 |
| 14 | NETWORK FOR BEHAVIOR MODELING | KALE POORNA [US] BANGALORE LAKSHMAN SHASHANK [US] PRAKASH PAVANA [US] SUNNY FEBIN [US] | MICRON TECHNOLOGY INC [US] | US2025068802A1 |
| 15 | Energy Efficient Computations of Attention-based Inferences | TIKU SAIDEEP [US] SUNNY FEBIN [US] LAKSHMAN SHASHANK BANGALORE [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024281428A1 |
| 16 | ARTIFICIAL NEURAL NETWORK TRAINING USING EDGE DEVICES | PRAKASH PAVANA [US] BANGALORE LAKSHMAN SHASHANK [US] SUNNY FEBIN [US] TIKU SAIDEEP [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024202521A1 |
| 17 | MACHINE LEARNING MODEL AGGREGATION | PRAKASH PAVANA [US] BANGALORE LAKSHMAN SHASHANK [US] SUNNY FEBIN [US] TIKU SAIDEEP [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024220860A1 |
| 18 | IMPRINT RECOVERY MANAGEMENT FOR MEMORY SYSTEMS | BASUTA SUKNEET SINGH [US] BANGALORE LAKSHMAN SHASHANK [US] HARMS JONATHAN D [US] STRAND JONATHAN J [US] | MICRON TECHNOLOGY INC [US] | US12019506B2 US2021089385A1 |
| 19 | OPERATION DECOMPOSITION USING EDGE DEVICES | PRAKASH PAVANA [US] BANGALORE LAKSHMAN SHASHANK [US] SUNNY FEBIN [US] TIKU SAIDEEP [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024281289A1 |
| 20 | DISPLAYING OUTPUT DATA FROM A DRIVER ATTENTION MODEL ON A DISPLAY | PRAKASH PAVANA [US] BANGALORE LAKSHMAN SHASHANK [US] SUNNY FEBIN [US] TIKU SAIDEEP [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024367670A1 |
| 21 | CLASSIFYING AN AREA AS HAZARDOUS OR NON-HAZARDOUS BASED ON AN OPERATION OF A SEMICONDUCTOR DEVICE | PRAKASH PAVANA [US] BANGALORE LAKSHMAN SHASHANK [US] SUNNY FEBIN [US] TIKU SAIDEEP [US] KALE POORNA [US] | MICRON TECHNOLOGY INC [US] | US2024231993A1 |
| 22 | IMPRINT RECOVERY FOR MEMORY ARRAYS | STRAND JONATHAN J [US] BASUTA SUKNEET SINGH [US] BANGALORE LAKSHMAN SHASHANK [US] HARMS JONATHAN D [US] | MICRON TECHNOLOGY INC [US] | US11217303B2 US2021090641A1 |
| 23 | IMPRINT RECOVERY FOR MEMORY CELLS | HARMS JONATHAN D [US] STRAND JONATHAN J [US] BASUTA SUKNEET SINGH [US] BANGALORE LAKSHMAN SHASHANK [US] | MICRON TECHNOLOGY INC [US] | US10998080B2 US2021090681A1 |
Disclaimer: The opinions expressed in this website are my own. They do not purport to reflect the opinions or views of the my current or former employers.