Agustinus NalwanBuilding skAi, The Ultimate Goal Oriented Smart Home Concierge AI Powered by Multi-Modal LLM AgentAs a follow up, we embarked on a week-long experiment living with the AI as a nanny, learning assistant, baby feeding notifier, and home…May 76May 76
Agustinus NalwaninTowards Data ScienceEnhancing Direct Answer Accuracy in RAG Setup with Self-Retrieval MechanismsLeveraging the power of LLMs to significantly enhance the quality of document context retrieved for direct answer generation in your RAG…Apr 30Apr 30
Agustinus NalwaninAI AdvancesAmazon Q: No Code RAG Solution that Auto Sync to Many Data SourcesSupport ZenDesk, Confluence, S3, Microsoft Exchange, and many others.Dec 5, 2023Dec 5, 2023
Agustinus NalwaninTowards Data ScienceEnhancing RAG’s Answer: Self-Debugging Techniques and Cognitive Load ReductionAsking the LLM to self-diagnose and self-correct the prompt to improve answer quality.Nov 26, 20231Nov 26, 20231
Agustinus NalwaninTowards Data ScienceThe Untold Side of RAG: Addressing Its Challenges in Domain-Specific SearchesUsing hybrid search, hierarchical ranking, and instructor embedding to address similar domain-specific documents in our RAG setupOct 18, 202315Oct 18, 202315
Agustinus NalwaninTowards Data ScienceBuilding Owly an AI Comic Video Generator For My SonUtilising the fine-tuned Stable Diffusion 2.1 on Amazon SageMaker JumpStart, I developed an AI tech called Owly that crafts personalised…Apr 11, 20232Apr 11, 20232
Agustinus NalwaninTowards Data ScienceBuilding Ellee — A GPT-3 and Computer Vision Powered Talking Robotic Teddy Bear With Human Level…Using an object detection and facial recognition system built on MobileNetSSDV2 and Dlib and running on an NVIDIA Jetson Nano, a GPT-3…Feb 4, 20222Feb 4, 20222
Agustinus Nalwanincarsales-devStaying in the tech — my career journeyCareer development and progression have many forms and are subjective to individuals. For some it can mean stepping up the ladder, leading…Dec 1, 20211Dec 1, 20211
Agustinus NalwaninTowards Data ScienceTrack, manage, discover and reuse AI models better using Amazon SageMaker Model RegistryModel registry is a centralised repository to store our models. Why do we need one? Why can we not just store them on our laptop? We take a…Oct 29, 2021Oct 29, 2021
Agustinus NalwaninTowards Data ScienceMaking My Toddler’s Dream of Flying Come True with AI TechUsing a pose estimation model, an object detection model built using Amazon SageMaker JumpStart, a gesture recognition system and a 3D…Jan 11, 20214Jan 11, 20214
