Polypinion
April 2024-October 2024
- Developed analytics dashboards to monitor application performance and site usage metrics using the Google Analytics API
- Leveraged OpenAI and ClaudeAI APIs to process and structure text data, with a combination of prompt engineering and text processing techniques
- Applied SwiftUI to implement web interface on iOS mobile devices and Swift tools to fetch and render data
- Used Material UI components to develop a rich, responsive, and accessible web interface for prospective users
- Improved SEO using tools such as schema.org microdata, and libraries that append unique meta tags to different pages (react-helmet)
- Deployed application to AWS and Vercel, automated tasks such as running the application server and used the web server (nginx), openssl, and Certbot to proxy and authenticate requests
Skills Used...
React.js
Flask
PostgreSQL
Python
JavaScript
SwiftUI
nginx
AWS
Vercel
OpenAI API
Claude API
NCRHUB
August 2023-Present
- Used LangChain + LangGraph to orchestrate RAG app built on Pinecone vector database and an LLM hosted on generative model host Groq, as well as LangSmith to debug and resolve issues by analyzing the chain step-by-step
- Leveraged Django/Django Rest Framework features such as caching, middleware, request throttling, streaming responses, and more to ensure a secure, efficient and user-friendly experience
- Leveraged RabbitMQ w/ Celery to implement asynchronous task scheduling and queueing
- Optimized site accessibility as per WCAG guidelines and responsiveness using tools ranging from Google Lighthouse and axe DevTools to Vercel web analytics
- Worked to meet security standards by adopting strict Cross-Origin-Opener-Policy, Content Security Policy, and HSTS policy as well as implementing IP-address based rate-limiting/throttling and OIDC token authentication for client applications
- Made use of map libraries to create an interactable map for easier user navigation of data, alongside custom react hooks and clustering algorithms integrated with the Supercluster library, and distance formulae such as Haversine
Skills Used...
Next.js
Django
PostgreSQL
Python
JavaScript
SQLAlchemy
nginx
Groq
LangChain
Pinecone
Heroku
Vercel
Leaflet
Tailwind CSS
RabbitMQ
Celery