Jeremy Daly
Principal Cloud & AI Consultant at madlucas
Boston, Massachusetts, United States
Summary
🤩
Rockstar🎓
Top SchoolJeremy Daly is a Principal Cloud & AI Consultant and founder with over 25 years of experience turning frontier ML and LLM capabilities into production-ready, economically sustainable platforms. He combines deep technical roots in Bayesian classification, NLP, and semantic architectures with recent leadership building LLM-powered, retrieval-augmented systems, multi-agent workflows, and telemetry-driven control planes. As founder/CEO of Ampt and former GM of Serverless Cloud, he shipped a self-provisioning runtime and developer-first cloud products that infer infrastructure from runtime intent. Jeremy is an active open-source contributor in the serverless and DynamoDB ecosystems, notably improving dynamodb-toolbox and the serverless-mysql module to make serverless database interactions more resilient. He advises executives on practical AI strategy, governance, and measurable outcomes, and is particularly focused on grounding model behavior in enterprise data and cost-aware design. Relentlessly curious about how intelligence scales, he blends product leadership, hands-on engineering, and mentorship to help organizations build safe, reliable AI platforms.
10 years of coding experience
24 years of employment as a software developer
Bachelors, Ecommerce & Internet Marketing, Bachelors, Ecommerce & Internet Marketing at University of Massachusetts Amherst
Stackoverflow
46reputation
2kreached
1answer
0questions
Github Skills (21)
unit-testing10
javascript10
mysql10
data-modeling10
typescript10
amazon-dynamodb10
dynamodb10
aws10
connection-pool10
typescript-types10
serverless10
error-handling10
nodejs10
typescripts10
connection-pooling10
Programming languages (5)
Github contributions (5)
dynamodb-toolbox/dynamodb-toolbox
Nov 2019 - Aug 2022
Lightweight and type-safe query builder for DynamoDB and TypeScript
Role in this project:
Back-end Developer
Back-end DeveloperContributions:9 releases, 29 reviews, 291 commits in 2 years 9 months
Contributions summary:Jeremy's commits focused on developing the core functionality of the DynamoDB Toolbox library. They added test cases for features like model creation, update expression generation, and put/delete operations. Furthermore, they introduced support for composite keys with prefix, suffix and delimiter handling, as well as transformations, and improved parsing capabilities, suggesting an effort to enhance the library's overall capabilities and correctness.
aws-dynamodbnosqlserverlessamazonamazon-dynamodb
jeremydaly/serverless-mysql
Aug 2018 - Jul 2022
A module for managing MySQL connections at SERVERLESS scale
Role in this project:Back-end Developer
Back-end DeveloperContributions:9 releases, 55 commits, 22 PRs in 3 years 11 months
Contributions summary:Jeremy primarily focused on enhancing the serverless MySQL module. They implemented connection management features, including backoff strategies to handle "too many connections" errors and zombie connection cleanup. The user also refactored the transaction handling and fixed a variety of minor bugs, with a focus on improving error handling and stability of the MySQL connection pool. The updates demonstrate a clear focus on building robust and resilient serverless database interactions.
serverlessmysqlconnectionsscale
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