hi, i'm akilesh_

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ABOUT

Hello! I am a Computer Science student at the University of Wollongong with a strong passion for software development and AI engineering. I am always eager to learn new technologies and frameworks.

Resume

SKILLS

Python
SQL
JavaScript
TypeScript
HTML/CSS
Next.js
LangChain
MongoDB
Neo4j
Oracle
Docker
Git

EXPERIENCE

Home Team Science & Technology Agency

Home Team Science & Technology Agency

AI Engineer Intern

Apr 2024 - Oct 2024

  • •Engineered containerised RAG pipelines with the RAGAS evaluation framework using Docker and open-source LLMs from HuggingFace.
  • •Refactored system architecture to support custom prompts and few-shot examples, enabling more nuanced LLM outputs tailored to specific contexts.
  • •Configured scalable microservices with Docker Compose, integrating core GenAI components, thus reducing deployment time by 35%.
Python
LangChain
Docker
Redis
PyTorch
AzureML
Central Provident Fund Board

Central Provident Fund Board

AI Engineer Intern

Dec 2024 - Apr 2024

  • •Developed a GenAI application for sentiment analysis of employee feedback, achieving a 95% accuracy in sentiment classification for over 10,000 comments and reviews.
  • •Automated engagement reporting, achieving 50% faster delivery of actionable insights for proactive employee feedback management.
  • •Enhanced sentiment analysis accuracy by researching and fine-tuning prompt templates using GPT models.
Python
OpenAI
LangChain