Victor W.

Victor W.

Abbotsford, Canada

AI/ML Developer

9 years of exp.


Profile Summary

- AI & Machine Learning Models: GPT-3.5, GPT-4, Llama 2, PaLM 2, Anthropic, BERT, and more. - NLP & Text-to-Speech Technologies: Azure, ElevenLabs, OpenAI TTS, PlayHT. - Programming Languages: Python, JavaScript, TypeScript, Node.js. - Development Tools: Webflow, Flutterflow, Next.js, FastAPI, Django. - Data Management: Airtable, Salesforce, MySQL, Firestore, NoSQL. - Cloud & Deployment: AWS, Azure, Google Cloud Platform, Docker, Kubernetes. - Integration & APIs: Twilio Studio & Flex, WhatsApp

Work Experience

Scale AI

Software Engineer
  • Feb, 2022 - Present
  • United States
  • Developed an AI SaaS platform using OpenAI’s Llama, GPT-3.5, and GPT-4 technologies.
  • Responsible for building a RAG agent with Llama, GPT3.5 & GPT4.
  • Building the backend with python to expose the LLM module and managing the embedding with pinecone.
  • Responsible for designing database and architecture.
  • Used MySQL, NoSQL(MongoDB) and GraphQL on the backend and deployed in GCP Kubernetes Engine.
  • Deployment & Management of the product (multi microservices) using GCP Clouding Services and Atlassian Tools.
  • Worked with Mockito Testing Library unit test framework to write unit tests for backend APIs.
  • Mentoring the offshore work and providing technical help to the offshore team for their JIRA tickets.

Skills

PythonMySQLNode.jsGraphQLJiraMockito

Industries

Artificial IntelligenceSoftware

Headspace

Software Engineer
  • Nov, 2019 - Jan, 2022
  • United States
  • Developed RESTful APIs and SOAP using Node.js and Python for a web application with over 1 million users per month.
  • Developed frontend in React with Redux for frontend application and developed chrome extension as well.
  • Used Kafka to Stream Data in backend side.
  • Used Selenium and Web Driver to scrape data in python from Amazon.

Skills

PythonNode.jsReactReduxSelenium

Industries

Internet / Web ServicesSoftware

Saigon Technology - Global Software Development Company

Full Stack Engineer
  • Website
  • May, 2017 - Oct, 2019
  • United States
  • Created APIs to provide financial data to front-end applications using the MERN stack.
  • Responsible for the development of a cryptocurrency swap system similar to Binance using MEAN stack technologies.
  • Managed Big Data on AWS Cloud using MongoDB and accelerated crypto sales through effective data handling.
  • Collaborated with backend engineers to optimize existing API calls in both MERN and MEAN stacks.

Skills

RESTful APIsExpress.jsNode.jsRedux

Industries

FintechSoftware

SOAINT

Back End Developer
  • Feb, 2015 - Apr, 2017
  • United States
  • Responsible for backend API development in Java
  • Responsible for deployment & management of NodeJS WebSocket Service in AWS Lambda
  • Partnering with teammates to discuss about solution
  • Responsible for analysis big database with MongoDB
  • SQL query optimization with GraphQL
  • Partnering with Scrum master and Product manager in daily scrum call, resolving impediment related to mapping document, sprint planning and PI planning

Skills

JavaAWS LambdaGraphQL

Industries

Software

Education

Bachelor's degree
  • Computer Science
  • Rochester Institute of Technology, United States
  • 2015

All Skills

  • Languages

    • Java | 4 yrs
    • Kotlin | 4 yrs
    • Python | 7 yrs
    • Scala | 7 yrs
  • Cloud

    • AWS | 7 yrs
    • AWS Lambda | 7 yrs
    • Big Data | 7 yrs
  • APIs

    • RESTful APIs | 7 yrs
    • GraphQL | 5 yrs
  • Databases

    • MySQL | 7 yrs
    • NoSQL | 7 yrs
    • SQL | 7 yrs
  • Frameworks

    • Express.js | 7 yrs
    • Node.js | 7 yrs
    • React | 7 yrs
  • Libraries

    • Apache Spark | 4 yrs
    • Redux | 4 yrs
    • Mockito | 2 yrs
  • Tools

    • Docker | 2 yrs
    • Jira | 2 yrs
    • Selenium | 4 yrs