Specialization: Full-Stack AI Developer (Next.js, Python, LLM Integration)
Professional Profile
Dynamic Full-Stack Developer with a specialized focus on AI and Large Language Model (LLM) integration. Proven track record in building performant web applications using Next.js and React, backed by robust Python (FastAPI/Flask) infrastructures. Expertise includes developing Retrieval-Augmented Generation (RAG) tools, streaming AI interfaces, and containerized microservices.
Core Technical Competencies
AI & Machine Learning: LLM Integration (Hugging Face, Claude, Ollama), ML, MLOps, AIOps, RAG Architecture, Sentiment Analysis, Text-to-Speech (gTTS), AI Chat systemsÂ
Frontend Ecosystem: Next.js (App Router), React (Hooks & State Management), TypeScript, Vue3, next-auth, Styled Components, scss.
Backend & API: Python (FastAPI, Django, Flask), Node.js, RESTful API, Go, uWSGI, Nginx.
Cloud & DevOps: AWS, google, Azure, Docker & Docker Compose, Render, Snap, Redshift.
Databases: PostgreSQL (pgAdmin), DynamoDB, Mongo, SQLite, IndexDB.
Key AI & Technical Projects
AI-Driven Google Add-ons (RAG): Developed custom Google Workspace extensions utilizing Retrieval-Augmented Generation within free-tier AI API constraints.
Next.js & Hugging Face Streaming AI: Built a real-time AI response application leveraging Next.js for streaming data from Hugging Face models.
Claude Artifact AI Tutor: Created a specialized educational tool using Claude's artifact environment for interactive learning.
Brief Sentiment Analysis (Chrome Web Store): Published a Chrome extension for daily sentiment analysis using integrated AI models.
PDF-to-Speech FastAPI Application: Developed an automated pipeline hosted on Render that extracts text from PDFs and converts it to audio using gTTS.
Containerized AI Chat Infrastructure: Engineered an AI chat testing environment using FastAPI, Websockets, Celery, and Redis within a Dockerized stack.
Full-Stack Development Experience
Performant React/Node Applications: Built scalable applications featuring complex state management and AWS service integration (Cognito for auth, SES for mail, DynamoDB for NoSQL storage).
Chrome Extension Ecosystem: Developed Next.js applications that serve as linked landing pages and support systems for Chrome extensions.
Discord Integrations: Created Discord bots implementations using FastAPI.
Evolutionary Technical Background (Legacy & Comparative)
Framework Evolution: Extensive experience spanning from Angular 1 (and jquery-mobile/Knockout) to modern Angular 16 and Vue3.
Legacy Systems: Experience with Google App Engine, XML, and d3.js for data visualization.
Python Tooling: Expertise in C-extensions for Python (pypy), uWSGI setups, and Redshift integrations.