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grwth404/README.md

A desk at dusk facing snowy mountains and a lake. A little progress each day adds up to big results.

Software Engineer

AI / ML, TypeScript and Python, models, APIs, and cloud

I build AI products that run in production, from the model and the data to the API, the UI, and a deploy on AWS or Kubernetes.
I write them in TypeScript and Python, and I keep them tested and easy to maintain.

8+ years

Web, cloud, and machine learning, shipped for people to use

The whole path

Data, model, API, UI, then AWS and Kubernetes

After launch

Tests, edge cases, and code that stays easy to change

Core Skills

Area Tools
Languages TypeScript  Python  JavaScript  SQL
Web React  Next.js  Node.js  FastAPI
Data PostgreSQL  Redis
Cloud & DevOps AWS  Docker  Kubernetes  CI/CD
AI / ML PyTorch  LangChain  RAG  AI agents  LLM APIs

Workflow

From the dataset to a deploy, then one question through the agent.


Workflow chain. 1 Data, datasets. 2 PyTorch, model training. 3 RAG, vector search. 4 Agents, LangChain and LLM APIs. 5 API, FastAPI and Node. 6 UI, React and Next.js. 7 Cloud, AWS and Kubernetes. 8 Care, tests and CI/CD. Then one question: Person, Web, API, Agent, Answer.

Contact

Say hello, Gmail, LinkedIn, Portfolio
Gmail    LinkedIn    Portfolio



A little progress each day adds up to big results.

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  1. PHP_eCertificate_Generator PHP_eCertificate_Generator Public

    Let's Generate eCertificates

    PHP 30

  2. NetworkedVegas2 NetworkedVegas2 Public

    Helps connect Rainbow Six Vegas 2 across the internet

    C# 28

  3. Quiznote Quiznote Public

    An AI-powered quiz generator for creating quizes from your notes and textbooks | Powered by Google Gemini

    TypeScript 28

  4. Sequence_Scheduling Sequence_Scheduling Public

    PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".

    Python 28

  5. Fireverse Fireverse Public

    A chat app made with react, typescript, firebase, tailwind

    TypeScript 2

  6. Wonderful_AI_Repo Wonderful_AI_Repo Public

    Explore top AI and Machine Learning resources, tools, tutorials, research papers, and open-source projects.

    27