Bradley Irving Email & Phone Number

Beverly Hills, California, Us

Atlanta, Georgia, Us

- Build ELT pipelines for machine learning and data ingestion in to Snowflake and Postgres- Build workflow for automated training and deployment of Machine Learning (FAISS) model on user events.Projects:Trusted supply: - Led a team in redesigning systems for horizontal scaling using PySpark and AWS Glue, significantly reducing failures caused by hardware limitations- Architected and deployed systems for automated training and retraining of client specific FAISS models utilizing TFIDF vectorization triggered by data upload events- Architected and deployed systems for utilizing client trained models, performing preprocessing, conducting inferences and executing post processing before returning data for use downstreamDe-Duplications:- Created Databricks workflows triggered via Airflow- Created workflows to ingest and transform client data into Databricks Delta Lake Tables and Pinecone vector database- Engineered a deterministic matching algorithm that used Natural Language Processing filters to remove misaligned matches based on rules- Generated an aggregated match output of client inventory data using aforementioned deterministic algorithm and probabilistic matches via vector database queries- Using aggregated matches generated pairwise matches and clusters of matches using NetworkX graphs, then reinforced or dissolved matches based on client feedbackMaterial Graph:- Created Databricks workflows for ingesting client inventories data into a normalized “Material” data structure- Created a deterministic algorithm for matching materials and filtered through NLP rules.- Used Networkx graphing to create pairwise matches and clusters of connected matches- Created visualizations to identify problematic clusters or chains of clusters

Fort Collins, Co, Us

Machine Learning Engineer:- Create experiments and training for ML models using AWS Sagemaker - Deploy ML models to AWS Sagemaker - Design and deploy serverless applications around AWS Sagemaker endpointsTech Lead:- Determine project requirements and developing work schedules for team- Define project milestones and schedule sprint work- Set and enforce standards for coding and infrastructure on the teamProjects:HTML Entity Detection:Given the html of a web page identify form elements for a login page.- Collecting and curation of training and test data for machine learning models- Developed pipeline for feature extraction and vectorization of data in AWS cloud environmentRich Data Extraction:Given a PDF of a utility bill detect business name, business remittance address; customer name, customer address- Develop method for converting PDF into text using multiple methods including OCREntity detection for the target terms- Context queue system for validating positive matches and filtering out false positive matchesMatch Recommendation Engine:Given an incoming data set determine coverage against and internal dataset with high confidence- Algorithmic matching with confidence using data normalization and NLP - ML matching using labeled reference data set- Mechanical Turk labeling for medium, low and no confidence matches- Caching system to reduce cost and improve speed

Saskatoon, Saskatchewan, Ca

Build, maintain and test infrastructure to centralize business data into Snowflake following a Data Vault Structure.Aggregate date into fact and dimension data for consumption by analyst and data scientists.Develop new tools to expedite ingestion of data for consumption.Expand Nutrien use of AWS Glue, AWS Lambda, AWS SQS and Splunk.

Fort Collins, Colorado, Us

Build, maintain and test infrastructure to aggregate critical business data into Google Cloud Platform (GCP) Big Query and GCP Storage for analysis.Transforming data into easily understandable formats for board members, executives, department heads, and team leadership.Work with application developers to optimize data intake and storage on Amazing Web Service (AWS) Relational Database Service (RDS).

Fort Collins, Colorado, Us

Build and maintain enterprise grade web applications.Aggregate disparate data sources into easy to understand metrics.Create and maintain web application infrastructure on AWS services.Gathered requirements from stakeholders.Lead bi-weekly sprint planning and daily stand ups.Manage and track Jira sprint progressTrain and evaluate junior engineers.

Fort Collins, Colorado, Us

Build and maintain company and client websites. Give work estimates to executives, project managers and clients. Set up and migrate client websites in a managed Web Host Manager infrastructure across many servers.

Build and maintain company and client websites.Gathered requirements from clientsTrainer and project manager for a team of design and development interns.

Pueblo, Co, Us

“To enhance the quality of life in the residence hall while supporting theacademic mission of the university.”• Be a visible and active advisory resource for 48 residents.• Create a sense of belonging through floor meetings, confidential conversations,and engaging students in meaningful activities.

Pueblo, Co, Us

Coordinate and implement marketing communication projects to raise campusawareness of upcoming events to increase attendance.• Promote events in unconventional ways.• Plan and host daily/weekly events for students at CSU-Pueblo.• Maintain an integrated message and image across multiple departments.

Colorado Springs, Co, Us

Assist in creation of marketing materials and general office duties• Create and update promotional material for exhibits.• Design and archive weekly ads in the local papers (Gazette and Independent).• Interact and maintain relationships with local printers.

Colorado Springs, Co, Us

Design products for clients:• Logos• Advertisements• Marketing Materials