@inextlabs

pranuthanjalik

@inextlabsSingaporeJoined May 2026

Digital Marketing Executive at iNextLabs | Writing about Agentic AI, Automation & Conversational Intelligence | Singapore-based AI company.

About

Nothing here yet.

Available for

Nothing here yet.

pranuthanjalik's blogs

iNextLabs Insightsinextlabsblog.hashnode.dev13 posts

Articles Comments

Recently published

Ppranuthanjalikinextlabsblog.hashnode.dev1d ago · 8 min read

Multimodal Input Processing for Conversational Commerce Voice, Vision, and NLP Working Together

Most conversational AI systems are built to handle one input type well. Text-only chatbots are common. Voice assistants exist as their own category. Image recognition tools are usually separate produc

Ppranuthanjalikinextlabsblog.hashnode.dev5d ago · 8 min read

How AI Extracts Data from Invoices, Contracts, and Forms

Every business deals with paperwork. Invoices come in from vendors. Contracts get signed with clients. Forms pile up from employees, customers, and partners. Someone has to read all of it and pull out

Ppranuthanjalikinextlabsblog.hashnode.dev6d ago · 8 min read

Building an Omnichannel Healthcare AI System - RAG Architecture, Multilingual NLP, and Live Agent Handover Design

Healthcare support has a structural problem most industries don't face the same way: the cost of a wrong answer is much higher than a slow one. A retail chatbot that gives an imperfect product recomme

Ppranuthanjalikinextlabsblog.hashnode.devJul 27 · 7 min read

Vector DB vs Graph DB: Choosing the Right Database for RAG-Based AI Applications in 2026

The rise of Retrieval-Augmented Generation (RAG) in AI applications has brought forward new requirements for data management and querying. RAG combines retrieval of relevant information with generativ

Ppranuthanjalikinextlabsblog.hashnode.devJul 20 · 8 min read

Building a Multilingual WhatsApp AI System for 800+ F&B Outlets - NLP Architecture and WhatsApp Business API Implementation

Building a Multilingual WhatsApp AI System for 800+ F&B Outlets NLP Architecture and WhatsApp Business API Implementation Scaling customer communication across 800+ outlets in Malaysia is not a people

pranuthanjalik

About

Available for

pranuthanjalik's blogs

Recently published

Multimodal Input Processing for Conversational Commerce Voice, Vision, and NLP Working Together

How AI Extracts Data from Invoices, Contracts, and Forms

Building an Omnichannel Healthcare AI System - RAG Architecture, Multilingual NLP, and Live Agent Handover Design

Vector DB vs Graph DB: Choosing the Right Database for RAG-Based AI Applications in 2026

Building a Multilingual WhatsApp AI System for 800+ F&B Outlets - NLP Architecture and WhatsApp Business API Implementation

Search Hashnode

pranuthanjalik

About

Available for

pranuthanjalik's blogs

Recently published

Multimodal Input Processing for Conversational Commerce Voice, Vision, and NLP Working Together

How AI Extracts Data from Invoices, Contracts, and Forms

Building an Omnichannel Healthcare AI System - RAG Architecture, Multilingual NLP, and Live Agent Handover Design

Vector DB vs Graph DB: Choosing the Right Database for RAG-Based AI Applications in 2026

Building a Multilingual WhatsApp AI System for 800+ F&B Outlets - NLP Architecture and WhatsApp Business API Implementation