Generative AI Systems 2023

Generative AI Systems 2023

From pretraining to alignment

Feb 16, 2023 1:00 AM — 9:00 AM LA Convention Center, 1201 S Figueroa St • Los Angeles, CA, 90015, US Public Published USD 249.00 – 799.00 • Cap 2500
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Event Details

Summary: Training, inference, safety, and eval.

RAG, guardrails, eval harnesses, and cost-efficient inference.

When: Feb 16, 2023 1:00 AM — 9:00 AM (America/Los_Angeles)

Where: LA Convention Center, 1201 S Figueroa St • Los Angeles, CA, 90015, US

Accessibility: ASL on request

Organizer: REGKT Events • events@regkt.org • +1-213-000-0000

Participants

Dr. Dr. Helena Ortiz 🇪🇸

Edge Intelligence Lab

Program Chair

Session_chair: Program Chair Track: Program Room: Main Hall Featured

Chair: Session

Scheduling and on-device inference at scale.

Prof. Prof. Alan Whitaker 🇬🇧

University of Edinburgh

Professor of Embedded AI

Keynote: Opening Keynote Track: Keynotes Room: Main Hall Jun 14, 2023 2:00 AM – 2:45 AM Featured

Keynote: From Cloud to Chip: The Edge ML Journey

Quantization, sparsity, and scheduling.

TinyML and model compression.

Dr. Dr. Farah Naim 🇺🇸

EdgeCore Systems

VP, Devices AI

Keynote: Industry Keynote Track: Keynotes Room: Main Hall Jun 14, 2023 3:00 AM – 3:45 AM Featured

Keynote: Battery-Aware Inference Pipelines

Schedulers, DVFS, and SLA control.

Real-time vision on low-power devices.

Miguel Santos 🇵🇹

CityVision

Principal Engineer

Session_chair: Track Chair Track: Edge Vision Room: Room EV Featured

Chair: Session

Video analytics at the edge.

Sahana Iyer 🇮🇳

MicroML

Staff ML Ops Engineer

Session_chair: Track Chair Track: TinyML Ops Room: Room TM Featured

Chair: Session

Deploying models to MCUs.

Omar Ben Youssef 🇹🇳

EdgeOps

Workshop Instructor

Workshop_instructor: Hands-on Lab Track: Workshops Room: Lab A Jun 15, 2023 3:30 AM – 5:00 AM Featured

Workshop: Fleet Telemetry: From Device to Lake

Protocols, buffers, and costs.

Fleet management & OTA.

Hiro Tanaka 🇯🇵

AutoSense

Senior Engineer

Speaker Track: Edge Vision Room: Room EV Jun 14, 2023 4:15 AM – 4:45 AM

Talk: Sensor Fusion under 5 Watts

IMU+vision and latency budgets.

On-device fusion for ADAS.

Elena Petrova 🇷🇺

HomeAI

Research Engineer

Speaker Track: Edge Vision Room: Room EV Jun 14, 2023 5:00 AM – 5:30 AM

Talk: Edge Tracking with Sparse Updates

Event cameras & bandwidth control.

Smart camera analytics.

Aisha Rahman 🇧🇩

TinySense

ML Engineer

Speaker Track: TinyML Ops Room: Room TM Jun 14, 2023 6:15 AM – 6:45 AM

Talk: Quantization-Aware Training for ARM Cortex-M

INT8 pipelines and accuracy.

MCU model optimization.

Markus Vogel 🇩🇪

FactoryEdge

Architect

Speaker Track: TinyML Ops Room: Room TM Jun 14, 2023 7:00 AM – 7:30 AM

Talk: Streams on the Shop Floor

OPC-UA, MQTT, and buffering.

Industrial IoT runtime.

Noura Selim 🇪🇬

AgriEdge

Platform Engineer

Speaker Track: Edge Vision Room: Room EV Jun 14, 2023 8:00 AM – 8:30 AM

Talk: Resilient OTA for Remote Devices

Canary, rollback, and offline modes.

Rural edge telemetry.

George Lobo 🇧🇷

Independent

Moderator

Moderator: Panel Moderator Track: Panel Room: Main Hall Jun 14, 2023 9:00 AM – 9:45 AM

Panel: Shipping Models to Millions of Devices

Updates, telemetry, and safety.

Edge community organizer.

Dmitry Kuznetsov 🇷🇺

MicroEdge

CTO

Panelist: Panelist Track: Panel Room: Main Hall Jun 14, 2023 9:00 AM – 9:45 AM

Panel: Shipping Models to Millions of Devices

Hardware + firmware realities.

Tiny compute platforms.

Maria Rossi 🇮🇹

CityVision

Head of Product

Panelist: Panelist Track: Panel Room: Main Hall Jun 14, 2023 9:00 AM – 9:45 AM

Panel: Shipping Models to Millions of Devices

Telemetry-informed rollouts.

Edge features & roadmaps.

Katy Johnson 🇺🇸

TinyML Hub

Workshop Instructor

Workshop_instructor: Hands-on Lab Track: Workshops Room: Lab B Jun 15, 2023 6:30 AM – 8:00 AM

Workshop: Porting Models to STM32

CMSIS-NN & testing.

MCU training toolchains.

Pedro Alvarez 🇪🇸

REGKT Events

Organizer

Organizer: Program Ops

Ops: Session

Program operations.

Rita Fernandes 🇵🇹

REGKT Events

Organizer

Organizer: Logistics

Ops: Session

Venue & AV.

Mina Park 🇰🇷

FarmEdge

Engineer

Speaker: Lightning Track: Edge Vision Room: Room EV Jun 15, 2023 9:00 AM – 9:15 AM

Talk: Packet Loss that Still Converts

Sampling & error budgets.

LoRaWAN telemetry.

Samuel Green 🇺🇸

EdgeCore Systems

Engineer

Speaker: Lightning Track: TinyML Ops Room: Room TM Jun 15, 2023 9:20 AM – 9:35 AM

Talk: Contracts for Edge Telemetry

Schema, versioning, migration.

Edge SDKs.

Dr. Dr. Sofia Almeida 🇵🇹

OpenEval

Judge

Judge: Demo Awards Judge Jun 15, 2023 10:00 AM – 10:30 AM

Judging: Session

Independent demo awards judge.

Anika Mehta 🇮🇳

CityVision

Senior Engineer

Speaker Track: Edge Vision Room: Room EV Jun 14, 2023 6:15 AM – 6:45 AM

Talk: Adaptive Bitrates for Edge Models

Codec hints & model QoS.

Compression for video analytics.

Tolulope Adebayo 🇳🇬

AgriEdge

Head of Devices

Panelist: Panelist Track: Panel Room: Main Hall Jun 14, 2023 9:00 AM – 9:45 AM

Panel: Shipping Models to Millions of Devices

Rural power & connectivity.

Ruggedized field devices.

Professional Impact & Significance

This event represents a platform where leaders, researchers, and practitioners exchange advancements that influence real-world technical, scientific, and organizational practices. The contributions and presentations delivered here reflect recognized expertise in the field and demonstrate active participation in advancing modern knowledge.

Participants are encouraged to archive discussions, slide decks, and session recordings as part of documenting their contributions, outcomes, and role in shaping the dialogue presented here.

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