Hi, I'm RisadAI Engineer
AI Engineer at Ztrios Technologies specializing in LLM finetuning, RAG chatbots, and ML deployment with HuggingFace & cloud infrastructure
About Me
AI Engineer at Ztrios Technologies with a Master's in Artificial Intelligence and 3+ years of experience. I specialize in finetuning opensource models, developing RAG chatbots, and deploying ML solutions using HuggingFace, Docker, GCP, vLLM, and Runpod. I build robust APIs with FastAPI and Rust, and create modern frontends with Next.js and Flutter.
Master's in AI from LJMU
3+ Years in AI & Tech Industry
Education & Experience
My academic journey and professional experience across three countries
Masters in AI
Liverpool John Moores University 🇬🇧
Sep 2021 - Dec 2022 | Merit
Key Projects:
- Deep Learning in Music Genre Detection
- Bird Image Detection using R-CNN
Pre-Masters & BSc IT
Pre-Masters in Data Science
LJMU 🇬🇧 | Feb 2021 - Aug 2021
BSc in Information Technology
Segi University 🇲🇾 | 2017-2020 | GPA: 3.68
Final Project: Blood Bank
AI Engineer
Ztrios Technologies Ltd | June 2024 - Present
Key Achievements:
- Finetuning opensource models with HuggingFace
- Building RAG chatbots and deployment systems
- Managing inference with Docker, GCP, vLLM & Runpod
Data Analyst & ML Developer
Apon Tech Ltd | Apr 2024 - Dec 2024
Key Achievements:
- Built Time Series models for demand analysis
- Implemented CX segmentation & RFM analysis
- Led GCP migration & data warehousing
Data Analyst
10 Minute School | Sep 2023 - Apr 2024
Key Achievements:
- Contributed to $64.5M Pre-Series A funding
- Reduced churn by 17% using XGBoost
- Automated reporting, 80% time reduction
Android Developer Intern
Alc-Tech Sdn Bhd 🇲🇾 | May 2019 - Sep 2019
Android development internship experience
Services & Expertise
Transforming ideas into reality through cutting-edge technology and data-driven solutions
Chatbot Development
Custom conversational AI solutions with advanced NLP, RAG integration, and API deployment using cutting-edge LLM technologies.
ML Model Development
End-to-end machine learning solutions including churn prediction, sales forecasting, and customer segmentation models with production deployment.
SaaS Development
Scalable cloud-native software solutions with modern architecture, subscription models, and multi-tenant capabilities.
Featured Projects
A selection of my recent work in web development and data science
MediBot: AI-Powered Medical Assistant with RAG
An intelligent medical chatbot using Retrieval-Augmented Generation (RAG) technology to provide accurate medical information from trusted references.
Telco Customer Churn Prediction
A machine learning solution to predict customer churn for telecommunications companies with ~80% accuracy using Random Forest.
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