David Smith Email & Phone Number

Denver, Co, Us

Denver, Co, Us

Gentle Valley Digital is a consultancy delivering secure, robust and scalable software, AI and big data solutions in the cloud. Previous projects include:- Fractional CTO engagements to define strategy, technical product roadmaps, architecture reviews and defining hiring needs- Built and scaled out a secure Minimum Viable Product (MVP) SaaS built using AWS serverless Lambda functions with Flask/Python/PostgreSQL for a health tech startup- Partnered with a leading textile design firm to define and execute a data-driven strategy turning sales and engagement data into actionable insights with automated data pipelines, ML models and BI tools- Led a complex data migration for a recreations non-profit

Cambridge, Massachusetts, Us

Cultivated a strong and lean engineering organization and product for a Series A Health Insurance Advocacy startup and coordinated with leadership within the organization and externally with customers and partners to make sure we were solving the right problems with the best solutions. Initially engaged the company as a consultant for their first release before joining full-time as their Director of Engineering and then their CTO shortly after. Achievements include:- Hiring and mentoring a collection of backend, front end and dev ops engineers who continue to grow in their skills and responsibilities- Orchestrating the company's machine learning model to be production-ready by improving accuracy, fine-tuning, reducing features, and establishing an MLOps lifecycle and architecture capable of handling thousands of requests per day- Scaling out the product's application and cloud architecture into multiple services to ensure our solutions performed well within our SLAs even as customer activity grew 10x using AWS API Gateway and ECS Fargate- Improved cost efficiency by reducing Docker image size, tuning auto-scaling and using reserved instances in AWS wherever appropriate- Established meaningful processes for ensuring quality and productivity with participation from the rest of the engineering team, including code review guidelines, test plans, code linting, vulnerability scans, product release automation and end-to-end testing- Led the technical aspects of the company's first SOCII/HIPAA audit

Cambridge, Massachusetts, Us

Denver, Colorado, Us

First Data Architect hire for the North America AWS division of a large global consultancy.- Developed the initial go-to-market strategy for big data and machine learning, particularly in the manufacturing sector and IoT- Supported the sales team as a pre-sales engineer on prospective customer calls by drafting up rough architectural proposals and cost/time estimates- Delivered client work including multi-tenant AWS SaaS architecture designs as well as a PoC integrating onsite equipment using AWS IoT data tools, a time-series database, a web-based dashboard and Grafana to properly control and monitor the devices in near real-time.

San Mateo, California, Us

Directed and grew the company's data platform and data engineering team from its beginning to twelve high-performing engineers across multiple teams. Wore many hats as the company grew from a Series A of 30 people to 300 Series C when I left. The data platform and team in particular were key to the company's success and was adopted for large health research initiatives involving Apple and many of the largest pharmaceutical companies.- Securely processed hundreds of Gigabytes from wearable and medical-grade sensors daily using cutting-edge technologies such as Apache Spark, Amazon EMR, and Airflow with Celery- Transformed ETL methods and machine learning feature creation into reusable libraries, allowing these high-value activities to be readily available for new data sources while reducing the initial development cost- Enabled data scientists to perform analysis on large-scale data sources using Jupyter notebooks easily and securely by providing them methods of accessing co-horts of data without managing their own clusters or spending time on ETL

Santa Barbara, California, Us

Led several high-performing teams and managed a handful of junior and mid-level engineers for a Property Management SaaS which at the time was likely the largest Ruby-on-Rails codebase in the world.- Technical lead for the company's background, credit and eviction checks value-added service. This service was a critical need for most customers and accounted for 20% of the product's revenue during my tenure- Directed a successful large scale adaptation of the company's traditional rental market to also handle HOAs. We achieved this by clearly defining and testing our assumptions to reduce risk and fear, working in small pieces, involving other teams in our effort and rolling out experiments frequently. This achievement was highlighted in a quarterly earnings call and contributed to a 6% stock price increase

Santa Barbara, Ca, Us

cielo24 solves accessibility, multimedia search, discovery and video intelligence needs. Our searchable captions™, media data solutions transform your multimedia files to become as searchable as text by adding rich media data to optimize, tag and index your video and media assets.

Glendale , Ca, Us

Led the transformation of business initiatives and concepts to software solutions and ensured their delivery to the market for a global digital media technology and YouTube partnership company.

Marina Del Rey, California, Us

Researched and developed innovative new software technologies and products in medical sciences and big data for National Institute of Health (NIH) and National Science Foundation (NSF) federal grants at a research institute. Designed and implemented a complex veterinary pathology data model into a digital web network that allows pathologists to share slide images and metadata among different laboratories. Architected and implemented a business rules-driven policy engine and researched its effects on adaptive data transfers and big data staging operations from the cloud in distributed workflows. Created BigTiler, a scalable imaging tool that converts very large proprietary virtual microscopy slides (40 GB+) into a common format that allows progressive rendering and graphical annotations on a flash-powered browser. Implemented a JavaScript front-end platform for medical applications to dynamically integrate with third-party RESTful Electronic Medical Records (EMR) services.

San Jose, California, Us

Designed and engineered Enterprise IT Management Software for an international $5 billion 13,000 employee technology company. Specialized in packaged product integration design and engineering, network statistics data aggregation and reporting tools, database backup and scalability architectures, application security, and J2EE web framework implementation.

Mba, Business

Bachelor'S Of Science, Computer Science, Business Administration