about

Full-Stack Machine Learning Engineer

agnoori@calpoly.edu Engineer with a specialization in consumer RAG and LLM applications.

EDUCATION

California Polytechnic State University San Luis Obispo

B.S. in Computer Science AI + ML Concentration | September 2021 - June 2024 (1 year early)
Related coursework: Software Engineering, Databases, Operating Systems, Knowledge-Based Systems, Applied Linear Models, Systems Programming, Algorithms, Data Structures, Data Science

WORK EXPERIENCE

Smog Websites

Engineer | August 2021 - Current

• Optimized a CRM system leveraging predictive analytics to drive a 20% increase in customer retention aligning with data-driven decision-making strategies.
• Developed and maintained 10+ Wordpress websites leading to a 400+ website portfolio with SEO optimization resulting in a 30% increase in web traffic and client engagement.

Leangap

Technical Mentor | June 2021 - July 2023

• Spearheaded developing and launching 18 Minimum Viable Products (MVPs) for 150 students within 4-week cycles utilizing Wordpress, Webflow, and Github, achieving a 95% project completion rate.
• Authored a series of 10 engaging technical blogs directly resulting in a 10% increase in program enrollment by attracting 6 new students.

PROJECTS

Game Theory Optimal Poker Bot (opens in a new tab)

Deep Learning at Cal Poly | Winter 2024

• Developed an intelligent poker bot capable of competing with advanced human players in no-limit Texas Hold'em using reinforcement learning, Q-learning, and CFR, achieving high decision-making accuracy benchmarked against GTO strategies

GPT-V Receipt Tracker & Finance Chat Assistant (opens in a new tab)

Team Lead CSC480 AI Course | Fall 2023

• Developed a full-stack application that leverages GPT-V API for OCR receipt info and OpenAI's GPT 3.5 for an AI Chatbot resulting in a smart financial tool that enhances user's budget management and financial tracking.
• Utilized a tech stack including Next.js, ShadCn & Tremor UI, MySQL, tRPC, and OAuth achieving seamless integration, robust security, and an intuitive user interface improving user experience and application performance.

Backend Real-Time Inventory Management System (opens in a new tab)

Course Project at Cal Poly CSC365 | October 2023

• Developed a robust backend service for a simulated RPG potion shop implementing features like inventory tracking, order management, and customer interactions.
• Leveraged technologies such as Python, FastAPI, SQLAlchemy, and Supabase for database management and integrated the system with a real-time game environment.

Parallelized Bitmap Image Processing (opens in a new tab)

Final Project for Cal Poly CSC357 | Spring 2023

• Developed a parallelized matrix multiplication program in C utilizing shared memory and process synchronization to perform operations on large bitmap images efficiently.

ADDITIONAL

Languages: Python, SQL, C, Javascript, Typescript, Next.js, Java
Frameworks: OAuth, DrizzleORM, tRPC, Tailwind, Agile, Next.js, Pandas, NumPy
Software: Git/Github, MySQL, Postgres, OpenAI API, AWS S3, Latex, Photoshop, Excel, Vercel, Cypress
Certifications: Google UI/UX Specialization, Math for Machine Learning, Meta Front-End Developer

• Twitter @arnenoori (opens in a new tab)
• GitHub @arnenoori (opens in a new tab)
• Instagram @arnenoori (opens in a new tab)
• LinkedIn @arnenoori (opens in a new tab)
• Email arne@arne.ai