Roupen Minassian

Data Scientist / Machine Learning Engineer

Sydney, Australia

LinkedIn
RM

About

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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

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

A Scalable AI Framework for Proactive Health Monitoring Using Physiological Signals

Radhakrishnan, M., Minassian, R., Yu, K., Berry, A. • IEEE • 2025-03-17

Journal
Sepsis
Human-Centered

Time-Series BERT for Sepsis Detection: Uncovering Patient Trajectories through Vital Sign Embeddings

Minassian, R., Radhakrishnan, M., Yu, K. • IEEE • 2025-08-09

Journal
BERT
Sepsis
Human-Centered

Work Experience

Sixth Digit
In Office
Remote

2024 - Current

ML Specialist

AI agent consultancy.

Vern
In Office
Remote

2024 - Current

Co-founder

AI browser agents to test real user scenarios and evaluation flows against best practices.

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

2021 - 2024

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