Roupen Minassian

Data Scientist / Machine Learning Engineer

Sydney, Australia

LinkedIn
RM

About

Building data-intensive applications. Currently chasing the sun.

Blog Posts

Taming Time Series Complexity

2024-11-08 • Strategies for organising and tracking multiple time series experiments

Tensorflow
Experiment Management

Code, Compete, Conquer

2024-10-22 • How We Groq'd the SXSW Sydney 2024 Hackathon

Groq
SXSW
Build Club

Karabakh: Years Later

2024-08-19 • Reflections on the Nagorno-Karabakh conflict through the lens of social media

LLM
Twitter
Social Justice

Research & Publications

Optimizing Indoor Environmental Prediction in Smart Buildings: A Comparative Analysis of Deep Learning Models

Minassian, R., Mihăiţă, A.S., Shirazi, A. • Energy and Buildings • 2024-11-22

Journal
Oral Presentation
Deep Learning
Shapley

Work Experience

Suncorp
In Office
Remote

2024 - Current

Data Scientist - Generative AI

Overseeing the complete lifecycle of LLM agents, from design and prototyping to deployment.

Fujitsu
Remote

2022 - 2024

AI Consultant

Development of AI Agents, and AI Ethics guidelines in Law and Health sectors.

Fujitsu
Remote

2021 - 2022

Machine Learning Engineer

Led the end-to-end design, prototyping, and development of a conversational AI agents.

UTS Data Science Institute
Remote

2021 - 2024

Machine Learning Researcher

Conducted research in NLP, computer vision, and timeseries fields.

Westpac
In Office

2020 - 2021

Operations Associate

Managed system operations, ensuring robust maintenance, configuration, and content management within Westpac

Education

University of Sydney

-
Bachelor of Medical Science (Neuroscience + Physiology)

Skills

Databricks
Hugging Face
SQL
Python
JavaScript
Machine Learning
Tensorflow
Computer Vision
Redis
Natural Language Processing (NLP)
Deep Learning

Projects

Twitter Misinformation

Built for academic research, this dataset enables studying information spread patterns and developing automated fact-checking systems.

Hugging Face

Ella.io

SXSW Sydney 2024 Hackathon Winning Solution.

Groq
Vercel
Next.js
Hugging Face

HASS-DSI

A framework for experimenting and testing deep-learning timeseries models.

Tensorflow
WandB
Shapley

karabakhNLP

An interactive data visualisation exploring malicious behaviour on Twitter.

Redis
Javascript
Next.js
Vercel
D3.js

CRC-P

Human activity classification using wearable sensor data.

Scikit-Learn
Python
numpy
pandas
XGBoost

Traffic-AnalysisxUTS

Tool for analysing traffic from footage.

Scikit-Learn
Python
numpy
pandas
OpenCV
Hugging Face
Transformers
PyTorch

DRNxUTS

Utilising NLP to improve document search.

Scikit-Learn
Python
numpy
pandas
GPT3
BERT
Transformers