01 — ML Trading Forecast

Graduation Project · Fintech · Deep Learning

Led an engineering team in architecting a multi-model forecasting system for financial market prediction. Benchmarked CNN against LSTM and hybrid CNN-LSTM pipelines, with CNN achieving state-of-the-art accuracy on the target dataset.

CNN LSTM CNN-LSTM Time Series Fintech

02 — Pneumonia Detection System

Udacity Graduation · Medical Imaging · Health AI

Engineered a cloud-deployed medical image classification pipeline for automated pneumonia diagnosis. Applied rigorous evaluation methodology including precision, recall, F1, and AUC to validate clinical-grade model reliability on GCP infrastructure.

CNN Transfer Learning GCP Medical Imaging

03 — Edge AI OCR System

Self-Paced · Computer Vision · On-Device Inference

Designed and deployed a real-time optical character recognition system optimized for edge hardware using the Intel OpenVINO toolkit. Demonstrated practical application in retail environments through live banner text extraction with minimal latency.

OpenVINO Computer Vision OCR Edge AI Intel

04 — RAG Document QnA System

OSOS Skill Assessment · NLP · Document Intelligence

Developed a fully offline Retrieval-Augmented Generation system capable of answering natural language queries across heterogeneous document formats. Engineered to preserve source document structure and support retranslation workflows for enterprise-grade document handling.

RAG LLM NLP PDF Excel Document AI

05 — Google Flow AI Product Ad

AI Creative · Generative Media · Product Marketing

Produced an AI-driven product advertisement pipeline leveraging Google's generative media tools and flow-based orchestration to automate high-quality visual ad content creation. Bridged the gap between AI-generated visuals and real-world marketing production standards.

Google Flow Generative AI Creative Automation Ad Tech

06 — Annetle Krosswarnell · AI Fashion Figure

Generative AI · Fashion Tech · AI Character Design

Conceived and developed a synthetic female fashion model identity — Annetle Krosswarnell — using advanced AI figure generation techniques. Delivered a consistent, photorealistic AI persona suitable for fashion editorial, lookbook production, and brand visual campaigns without physical shoots.

Generative AI AI Figures Fashion Tech Visual Identity

07 — SentimentSync · AI Event Atmosphere Engine

PartyRock · Live Sentiment Analysis · Agentic AI · Event Management System

Designed and deployed an intelligent event companion on PartyRock that organizes events, monitors and responds to attendee sentiment in real time. The system combines a context-aware chatbot with live mood tracking to proactively support guests, de-escalate tension, and amplify positive energy throughout the event lifecycle — from check-in to closing.

PartyRock Live Sentiment Analysis Agentic AI Event Management System