Agustinus NalwaninAI AdvancesAmazon Q: No Code RAG Solution that Auto Sync to Many Data SourcesSupport ZenDesk, Confluence, S3, Microsoft Exchange, and many others.·14 min read·Dec 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.·22 min read·Nov 26, 2023--1--1
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 setup·29 min read·Oct 18, 2023--15--15
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…·24 min read·Apr 11, 2023--2--2
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…·22 min read·Feb 4, 2022--2--2
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…6 min read·Dec 1, 2021--1--1
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…·9 min read·Oct 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…·15 min read·Jan 11, 2021--4--4
Agustinus NalwaninTowards Data ScienceHow AI Techniques Made Me a Better Parent for Our ToddlerI used the knowledge and wisdom I gained from my work in Artificial Intelligence to understand and teach my two-year-old son more…·11 min read·Oct 18, 2020--2--2
Agustinus NalwaninTowards Data ScienceBuilding Jarvis, the Generative Chatbot with an AttitudeI used a Neural Machine Translation model trained on Amazon SageMaker, Amazon Polly, Google Speech API, and an audio routing tool, to…·18 min read·Jul 31, 2020----