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itancio/README.md

Irvin Brian Tancioco

🌐Socials

LinkedIn

Tech Stack

C++ CSS3 Java Python Next JS Anaconda Adobe Photoshop Adobe Dreamweaver Adobe Illustrator Adobe InDesign Figma NumPy Keras Pandas scikit-learn TensorFlow Arduino

Summary

Embracing the intersection of technology and user-centric design, I've transitioned from tax consulting to deploying dynamic AI-driven projects at Headstarter. My education at UC Berkeley in Electrical Engineering and Computer Science has been the foundation for developing generative AI solutions that enhance user experiences. In the last three months, I've collaborated on creating an interactive customer support agent and a SaaS product for dynamic flashcard generation, both employing the OpenAI LLM.

My core competencies lie in agile methodologies and machine learning, proven by the rapid deployment of five AI projects in five weeks. The team and I have integrated continuous integration and deployment practices to ensure robust, iterative enhancements. I am motivated by the challenge of harnessing AI responsibly to drive innovation, and I strive to contribute to a future where technology empowers users and enriches interactions.

Skills

  • STRATEGIC COMPETENCIES: Effective cross-functional collaborator, highly skilled in workflow and process efficiency, solutions-oriented with keen problem-solving skills
  • TECHNICAL TOOLS: Python (3 yrs), Java (3 yrs), C++ (3 yrs), Numpy, Tensorflow, OpenAi, Langchain, React/ Next.js/ Typescript, Git, Figma , Adobe Suite (4 yrs)
  • CERTIFICATES: Generative AI with Large Language Models (DeepLearning.ai + Coursera); Machine Learning Specialization (Stanford University + DeepLearning.ai + Coursera)

Work Experience

Software Engineering Fellow (July 2024 – Sept 2024) Headstarter

  • Built and deployed 4+ AI applications in 5 weeks using React JS, Next.js, Firebase, Clerk, and Vercel, following agile methodologies with weekly sprints and incorporated CI/CD practices for iterative deployment
  • Worked in a team of 3 to develop an interactive customer support agent and team mate finder using Next.js, extracts data from a knowledge base and upsert to a Pinecone index and integrated a custom RAG pipeline using LangChain and OpenAi LLM to answer user queries with updated information
  • Collaborated with 3 Fellows to build and deploy a SaaS product that generates dynamic flashcards based on any topic using the OpenAi LLM, integrated a paywall and custom pricing plans using the Stripe API

Web Developer (Aug 2021 - Dec 2022) Freelance

  • Designed and implemented WordPress-based websites for seven local businesses, significantly boosting their brand visibility and digital presence
  • Applied SEO tactics for improved brand visibility, resulting in a 9.7% boost in organic search traffic, leading to increased brand recognition and customer acquisition
  • Enhanced user experience by using HTML and CSS to align website visuals with brand standards

Lead Instructional Aide in Computer Science (Aug 2017 - May 2018) City College of San Francisco

  • Mentored 100+ students for 320 hours, elevating programming literacy and fostering a passion for technology. Focused on reinforcing foundational understanding of C++ and fundamental problem-solving strategies, leading to improved student engagement and comprehension
  • Conducted detailed assignment reviews, provided actionable feedback, and facilitated tutorial sessions to deepen students' understanding. Improved student performance and programming skills, leading to enhanced assignment grades and positive course feedback
  • Managed a team of five teacher assistants to ensure adherence to weekly priorities, resulting in a 15% improvement in classroom efficiency and productivity

Tax Professional / Consultant (Jan 2015 - Present) Lacayo & Associates (Seasonal)

  • Supported over 900 clients in meeting tax compliance, deepened understanding of tax regulations, and drove the digital modernization of tax filing processes, resulting in a 28% increase in system financial performance
  • Utilized excellent customer relationship skills to educate and reassure clients, and applied strategic planning to optimize tax outcomes
  • Improved tax return filing accuracy by 6% through implementation of error handling and documentation, resulting in increased client satisfaction and referrals

Education

  • University Of California Berkeley College Of Engineering (Aug 2023) • Bachelor Of Science in Electrical Engineering And Computer Science • Coursework: Data Structure, Optimization, Advanced Algorithm, Artificial Intelligence, Software Engineering, Design Methodology, UX Design, Signals and Systems

  • City College Of San Francisco (May 2020) • Associate Degree in Computer Science (with Highest Honors) • GPA: 3.96

Certificates

  • Advanced Learning Algorithms Mar 2024 • Stanford Online (Coursera)
  • Supervised Learning: Regression and Classification Dec 2023 • Stanford Online (Coursera)

📊GitHub Stats :



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