Andrew Tran Email & Phone Number

Hartford, Ct, Us

Building on foundational MLOps platform to enable AI and horizon solutions.✦AI Engineering: LLM Text to Sql Agent hosted in Streamlit. Won the "D&A" Vertical in hackathon.✦Tech Lead: Lead/guide team members in user story implementation

Hartford, Ct, Us

Consolidating and hardening MLOps Platform while folding in the latest and greatest.✦Generative AI/RAG: Deployed first-in-company RAG API (Open Source LLM + Embeddings model) using AWS SageMaker✦Generative AI: Leverage Llama Index and Anthropic LLM to accelerate data ingestion of unstructured data✦ML Platform: Lead engineer for AWS ECS-ALB Platform for on-the-fly data science application deployments, geared torwards AI focused frameworks like Streamlit✦AI Observability: Lead engineer for event driven architecture for GenAI Logging integration with Splunk✦Vision Transformer: Fine tune DinoV2 for image classification hackathon. Third place.✦Trailblazer: Swiftly align emerging technology within enterprise environment

Hartford, Ct, Us

Zero to One buildout of MLOps Platform on AWS.✦Machine Learning Engineering: Partnered with data scientist for full stack batch deployment of NLP Model into production using Apache Airflow, AWS CloudFormation, and Python✦Big Data/Cloud Engineering: Project lead in creating a Transient EMR Cluster service catalog product to enable on-demand self-serve big data processing✦Data as a Service: Developed and Administer Apache Thrift Servers to enable Hive Metastore access with on-demand server self-healing✦Cloud Operations: Project lead in releasing refactored data science IAM Personas to align with SDLC and data science use cases. Utilized Boto3 to migrate over 1000+ service catalog products with no impact to end users.✦Cloud Guru: ad hoc helping data scientists and engineers onboard into SageMaker, ML Ops, etc

Hartford, Ct, Us

✦Spearhead retirement of legacy application; coordinate with key technical and business stakeholders to gain tech program alignment

Johannesburg, Gauteng, Za

✦Worked closely with founders to act as Voice of Customer to refine product experience. Conducted customer interviews and identified key product pain points✦End to end management of marketing campaign execution and strategy for GTM. Increased Instagram following by 200% and lead to net increase in sales✦Performance market research to discover lucrative market niche to pursue. Lead to increased app download rate ✦Vendor management and coordination with international internal teams to ensure smooth alignment on marketing Directly collaborated with insurance-tech startup founders for go to market in the United States.

Hartford, Ct, Us

✦ETL of Oracle database roles & automated the identification of highly privileged database roles for compliance and reporting with SOX . Improved on report generation time by ~100 days.Tech Stack: Pandas, CX_Oracle, Oracle Enterprise Manager, Toad Data Point, Oracle SQL

Ridgefield, Ct, Us

✦Conducted survival analysis using the Lifelines library to quantify and predict customer churn rate ✦Independently responsible for the end to end analysis of vendors product recommendation algorithm effect on ecommerce ✦Automated the analysis of website text fields to find typos & recommend them for removal✦Visualized data + communicated project conclusions through creating python plotly-dash dashboard✦Examined program/application code (C#/VB) to create a data dictionary of identified SQL servers, tables, and stored procedures to aid IT team in cloud migrationTech Stack: Requests, Pandas, Matplotlib, Plotly, Seaborn, Dash, MS-SQL/SSMS, Lifelines

✦Helped to cultivate a positive, inclusive environment ✦Assisted members with technological inquiries and issues

✦Supervised and ensured safety of 20-30 children, ages four to six (ratio 5:1)✦Helped to accommodate and support campers with autism, selective mutism, and aspergers

Los Angeles, California, Us

✦Data Entry of Cinema data via Cinema Source data entry software

Bachelor Of Science - Bs, Management Information Systems, Minor In Analytics

Bachelor'S Degree, Exploratory

Education record