Roupen Minassian

Data Scientist / Machine Learning Engineer

Sydney, Australia

LinkedIn
RM

About

Data scientist and machine learning engineer specializing in AI solutions. Experienced in building LLM agents, NLP systems, and computer vision applications across healthcare, finance, and enterprise sectors.

Work Experience

Blog

R&D

Suncorp Group
In Office
Remote

Jul 2024 - Present
MLOps Engineer - Gen AI
Build and deploy machine learning models and AI systems at scale.

Build Club
Remote

Oct 2024 - Jan 2025
AI Builder Fellow
Fellowship program focused on building AI applications and products.

University of Technology Sydney
Remote

Oct 2021 - Jul 2024
Machine Learning Researcher
Conducted research in NLP, computer vision, and timeseries fields.

Fujitsu
Remote

Nov 2021 - Jun 2024
Machine Learning Engineer
Led the end-to-end design, prototyping, and development of a conversational AI agents.

Westpac
In Office

Jan 2020 - Jul 2021
Operations Associate
Operations and administrative support in banking services.

Education

University of Sydney

-
Bachelor of Medical Science (Neuroscience + Physiology)

Technologies

Click on skills to filter projects

BERT
Computer Vision
D3.js
GPT-3
Groq
Hugging Face
JavaScript
LangChain
Matplotlib
NLP
Next.js
NumPy
OpenCV
Pandas
PyTorch
Python
React
Redis
Scikit-Learn
Seaborn
Shapley
TailwindCSS
TensorFlow
Transformers
TypeScript
Vercel
Weights & Biases
XGBoost

Projects

Twitter Misinformation

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

Hugging Face
Python
NLP
PyTorch
Transformers

Ella.io

SXSW Sydney 2024 Hackathon Winning Solution.

Groq
Vercel
Next.js
Hugging Face
TypeScript
TailwindCSS
LangChain

HASS-DSI

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

TensorFlow
Weights & Biases
Shapley
Python
Pandas
NumPy
Matplotlib

karabakhNLP

An interactive data visualization exploring malicious behavior on Twitter.

Redis
JavaScript
Next.js
Vercel
D3.js
TailwindCSS
React

CRC-P

Human activity classification using wearable sensor data.

Scikit-Learn
Python
NumPy
Pandas
XGBoost
Matplotlib
Seaborn

Traffic-AnalysisxUTS

Tool for analyzing traffic from footage.

Scikit-Learn
Python
NumPy
Pandas
OpenCV
Hugging Face
Transformers
PyTorch
Computer Vision

DRNxUTS

Utilizing NLP to improve document search.

Scikit-Learn
Python
NumPy
Pandas
GPT-3
BERT
Transformers
NLP
Hugging Face