01
Published research · ICACCT 2026
Lossless Audio Reconstruction
GAN-based audio super-resolution that reconstructs FLAC-quality signals from MP3 input, packaged from GPU inference to a public ONNX CLI.
PyTorchFastAPIModal GPUONNX
Melbourne · Open to AI / ML & software roles
AI systems · Product engineering · Research
Rohan Prasen
Kedari.
AI ENGINEER /
SOFTWARE DEVELOPER
I build production AI that earns its place: grounded LLM applications, capable agents, and machine-learning systems measured by what they change.
Noble Park, Victoria
See selected work 40%
less manual feedback processing
5h+
saved weekly for R&I
43
agent tools implemented
14.57 dB
average reconstruction SNR
01 / Selected systems
Built beyond the demo.
Research rigor, production constraints, and interfaces people can actually use.
02
Model-agnostic coding agent
monkeyDcode
A TypeScript and Python coding agent with interchangeable LLM backends, specialist sub-agents, agentic modes, and deterministic output control.
TypeScriptPythonOpenAI Agents SDKVercel AI SDK
- + 43 agent tools
- + Multi-model
- + Open source
03
Collaborative filtering research
Music Recommender
An item-based recommendation system evaluated against traditional collaborative-filtering baselines on a large-scale playlist dataset.
PythonMachine LearningData Science
- + 2M+ playlists
- + +12% recall
- + Peer-reviewed DOI
02 / Experience
AI Champion
BizTX · Q1 2026
BizTX · Q1 2026
AI Engineer
Graduate Trainee
Apr — Jul 2026
BizTX · Twinings Ovaltine
- ↳Shipped a multimodal document-to-audio platform adopted by senior leadership, saving roughly 30 minutes of reading per document.
- ↳Automated market-signal discovery with CrewAI agents and human-in-the-loop learning, returning 5+ hours to R&I every week.
- ↳Designed and deployed a production RAG system over internal vendor knowledge.
AI Intern
Promoted within 9 months
Jul 2025 — Apr 2026
BizTX
- ↳Reduced manual customer-feedback processing by 40% with sentiment analysis, persona classification, cosine similarity and XGBoost.
- ↳Built a multi-agent behaviour-cloning Q&A system for intelligent feedback collection across NPD and Sensory teams.
03 / Toolkit & trajectory
Published researcher. Production engineer. Always interested in the distance between a model working and a product working.
Languages
Python · TypeScript · JavaScript · SQL · Rust
AI / ML
RAG · Transformers · NLP · GANs · CNN/RNN · LLM APIs · MCP Agents
Build
PyTorch · FastAPI · React · LangChain · CrewAI · scikit-learn
Systems
Docker · Azure · GCP · PostgreSQL · MongoDB · MySQL
Now
Master of Artificial Intelligence
Monash University · Melbourne
2026 — 2028
Foundation
B.Tech, Artificial Intelligence
Anurag University · CGPA 7.98/10
2021 — 2025