I love building things that work behind the scenes - the kind of systems that make applications fast, reliable, and cost-effective. Over the past 1+ years, I've been deep into serverless architecture, working with Python, FastAPI, and AWS to create solutions that actually solve real problems.
What gets me excited is optimization - like when I managed to cut deployment times from 8 minutes down to under 2 minutes, or when I reduced AWS costs by 59% through smart configurations. There's something satisfying about making systems work better while spending less.
I've had the chance to work on some interesting projects, from building RAG chatbots that improve response accuracy by 40% to creating CLI tools that make developers' lives easier. I'm always curious about new technologies and figuring out how to turn complex requirements into clean, working code.
When I'm not coding, you'll probably find me reading something or exploring to know what's new out there. I'm looking forward to joining a team where I can contribute to meaningful backend infrastructure and continue growing as an engineer.
Built a terminal-based audio routing utility using Python and PyAudio for real-time audio streaming between interfaces, featuring interactive device selection and minimal-latency audio processing for streaming/recording workflows.
View SourceDesigned and built a CLI utility to automate the complex process of packaging dependencies and deploying Python applications to AWS Lambda
View SourceConstructed an efficient RAG Chatbot Server using the FastAPI framework, leveraging retrieval-augmented generation techniques to maintain conversation history while enhancing response accuracy by 40%, and improving user engagement through seamless integration with Langchain and existing Hugging Face models.
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