Aravind | AI Engineer | Data portfolio

Aravind

AI Engineer

Based in Bangalore, India

About

I'm Aravind, an AI developer from India. I enjoy learning new machine learning technologies and building AI-powered applications. I am a master's graduate from the Indian Institute of Science with a year of Machine Learning engineering experience.

Skills

Projects

Llama Cold Email Generator

Generate cold emails to potential clients and recruiters

GeminiPro Multimodel Q&A

GeminiPro Multimodel Q&A with text and image

ChatGPT Clone Streamlit

ChatGPT Clone using the ChainLit and the OpenAI GPT-3.5 Turbo model. The chatbot assists users in generating responses to their input messages.

QueryMaster Information Retrieval Webapp

Developed a web application using Langchain and Streamlit allowing question answering with muti-file query retrieval capacity

Semantic Search with Pinecone Vector Database

Summarizer RAG with OpenAI and Pinecone

A RAG-based summarizer of search queries from Wikipedia using OpenAI API and Pinecone vector database.

Experience

July 2022 - June 2023

Machine Learning Engineer, Cogknit Semantics Pvt. Ltd, Bangalore

• Spearheaded development and successfully launched an MVP for a UAV-based surveillance system using YOLOv5. Achieved an 11 % increase in mean average precision and detection of new classes. Secured a long-term contract for project expansion • Enhanced the BLEU-1 score of an image caption generator for a low-quality dataset by 14 % through the neural network architecture improvements, reducing training time by 4x • Collaborated closely with Business Development to evaluate the feasibility and identify potential avenues for successful execution, creating 4 project proposals.

Education

2019-20

Master of Science, Indian Institute of Science

2015-19

Bachelor of Science, Indian Institute of Science