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Aira Matrix
Data Scientist
June 12, 2026 – Present
LLaMA2
October 1, 2023 – October 1, 2023
This repository contains an implementation of the LLaMA 2 (Large Language Model Meta AI) model, a Generative Pretrained Transformer (GPT) variant. The implementation focuses on the model architecture and the inference process. The code is restructured and heavily commented to facilitate easy understanding of the key parts of the architecture.
View ProjectRoPE-PyTorch
August 18, 2023 – August 18, 2023
This repository contains an educational implementation of Rotary Positional Encodings (RoPE) in PyTorch. RoPE is a method introduced in the paper RoFormer: Enhanced Transformer with Rotary Position Embedding by Jianlin Su, Yu Lu, Shengfeng Pan, Ahmed Murtadha, Bo Wen, and Yunfeng Liu.
View ProjectDocumentGPT
June 16, 2023 – August 18, 2023
DocumentGPT is a web application that allows you to chat over your research document using OpenAI's chat API and perform semantic search using vector databases. This tool provides a seamless interface for interacting with your research document, exploring search results, and engaging in a conversation with an AI chatbot.
View ProjectTransformer-Distribution-Visualizer
February 9, 2023 – August 18, 2023
A Research Toolkit that allows users to select a transformer model, specify a decoding strategy to generate text, which are then displayed in an interactive fashion to understand model probabilities.
View ProjectDDPM
October 4, 2022 – August 18, 2023
This is an easy to understand, simplified, broken-down implementation of Diffusion Models written in PyTorch. The architecture is borrowed from the paper "Denoising Diffusion Probabilistic Models"
View ProjectDQN-2048
October 3, 2022 – October 3, 2022
Implementation of Deep Q-network to play game 2048 using Tensorflow2.0/Keras and PyGame
View ProjectReal-Time-ISL-Translation
July 17, 2022 – October 3, 2022
Uses deep learning to translate Indian Sign Language in real-time
View ProjectRobotics-Club-x-NTU-MAERC-collab
July 23, 2021 – August 18, 2021
Robotics-Club-x-NTU-MAERC-collab — GitHub repository
View ProjectNanoDrone-Hardware
June 11, 2021 – November 26, 2021
Constains files for the firmware and hardware for NanoDrones
View ProjectObject-Tracking-OpenCV_Arduino
April 29, 2021 – May 6, 2021
This project operates a pan-tilt-servo camera mount by an Arduino UNO to track any object.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards individual, research-oriented, and open-source contributions. While this demonstrates initiative and technical depth, the lack of team-based or collaborative project descriptions makes it difficult to assess cultural fit for a collaborative team environment. The projects are diverse within the AI/ML domain, indicating a broad interest in the field.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a strong technical drive and ability to execute complex AI/ML projects independently.