Aniket Hingane

Passionate about simplifying software concepts and design through concise articles. Making complexity accessible, one short piece at a time.

Toronto, Canada Joined on Oct 16, 2022 https://www.linkedin.com/in/aniket-hingane-data-ai-ml/

Cover image for Hands-On: How Companies Will Build Collaborative Agentic AI Workflows

Aniket Hingane

Mar 5

Hands-On: How Companies Will Build Collaborative Agentic AI Workflows

2 min read

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Cover image for How I Built an Agentic Marketing Campaign Strategist

Aniket Hingane

Mar 4

How I Built an Agentic Marketing Campaign Strategist

2 min read

Cover image for Weather App With State Management for Long Running Conversations Using AI Agents

Aniket Hingane

Feb 22

Weather App With State Management for Long Running Conversations Using AI Agents

#rag #ai #aiops #genai

2 min read

Cover image for Let’s Build Enterprise Cybersecurity Risk Assessment Using AI Agents

Aniket Hingane

Feb 21

Let’s Build Enterprise Cybersecurity Risk Assessment Using AI Agents

#rag #ai #machinelearning #genai

2 min read

Cover image for My Building of Sales Pipeline Management workflow using AI Agent

Aniket Hingane

Feb 20

My Building of Sales Pipeline Management workflow using AI Agent

3 min read

Cover image for Agentic Reasoning: How AI Models Use Tools to Solve Complex Problems

Aniket Hingane

Feb 19

Agentic Reasoning: How AI Models Use Tools to Solve Complex Problems

#rag #ai #aiops

3 min read

Cover image for How Vector Search is Changing the Game for AI-Powered Discovery

Aniket Hingane

Feb 18

How Vector Search is Changing the Game for AI-Powered Discovery

#rag #ai #genai #tutorial

5 min read

Cover image for Let’s Build HealthIQ AI — A Vertical AI Agent System

Aniket Hingane

Feb 16

Let’s Build HealthIQ AI — A Vertical AI Agent System

#rag #ai #agentaichallenge #aiops

2 min read

Cover image for Corrective Retrieval-Augmented Generation: Enhancing Robustness in AI Language Models

Aniket Hingane

Feb 15

Corrective Retrieval-Augmented Generation: Enhancing Robustness in AI Language Models

#rag #ai #aiops #agentaichallenge

2 min read

Cover image for The Evolution of Knowledge Work: A Comprehensive Guide to Agentic Retrieval-Augmented Generation (RAG)

Aniket Hingane

Feb 15

The Evolution of Knowledge Work: A Comprehensive Guide to Agentic Retrieval-Augmented Generation (RAG)

#rag #ai #machinelearning

2 min read

Cover image for My Building Of Trading Order Management System Using AI Agents

Aniket Hingane

Feb 9

My Building Of Trading Order Management System Using AI Agents

#rag #ai #machinelearning #datascience

2 min read

Cover image for Let’s Build AI-Router for Healthcare Triage System

Aniket Hingane

Feb 8

Let’s Build AI-Router for Healthcare Triage System

2 min read

Cover image for Practical Guide : My Building of AI Warehouse Manager

Aniket Hingane

Jan 30

Practical Guide : My Building of AI Warehouse Manager

#ai

2 min read

Cover image for Self-Learning Customer Support Desk

Aniket Hingane

Jan 24

Self-Learning Customer Support Desk

#rag #ai #machinelearning #genai

2 min read

Cover image for Let’s Build Invoice Processing System Using AI Agents

Aniket Hingane

Jan 22

Let’s Build Invoice Processing System Using AI Agents

#rag #aiagent #ai #genai

2 min read

Cover image for Advanced Multi-Stage, Multi-Vector Querying Using the ColBERT Approach in Qdrant

Aniket Hingane

Sep 23 '24

Advanced Multi-Stage, Multi-Vector Querying Using the ColBERT Approach in Qdrant

4 min read

Cover image for Multi-Agent Data Analysis System to Bridge the Gap Between Domain Experts And Data Science.

Aniket Hingane

Sep 23 '24

Multi-Agent Data Analysis System to Bridge the Gap Between Domain Experts And Data Science.

#llm #rag #ai #machinelearning

2 min read

Cover image for How I Built ‘University Course Finder’ Using RAG

Aniket Hingane

Sep 23 '24

How I Built ‘University Course Finder’ Using RAG

#llm #rag #ai #machinelearning

2 min read

Cover image for How Researchers Are Teaching AI to Understand What We Really Want

Aniket Hingane

Sep 23 '24

How Researchers Are Teaching AI to Understand What We Really Want

#llm #rag #ai #machinelearning

3 min read

Cover image for The Bug That Once Stopped the World

Aniket Hingane

Sep 23 '24

The Bug That Once Stopped the World

#llm #rag #machinelearning #ai

2 min read

Cover image for Why I’m Excited About Microsoft’s SpreadsheetLLM

Aniket Hingane

Sep 23 '24

Why I’m Excited About Microsoft’s SpreadsheetLLM

#rag #ai #machinelearning #llm

2 min read

Cover image for Let’s Build AI Agent From Scratch

Aniket Hingane

Jul 19 '24

Let’s Build AI Agent From Scratch

#genai #llm #rag #machinelearning

2 min read

Cover image for Let’s Build A Simple ‘Real Estate’ Business Using AI Agents

Aniket Hingane

Jul 7 '24

Let’s Build A Simple ‘Real Estate’ Business Using AI Agents

#genai #ai #llm #rag

2 min read

Cover image for Let’s Build Market Analysis Team with AI Agents

Aniket Hingane

Jul 6 '24

Let’s Build Market Analysis Team with AI Agents

#genai #llm #rag #ai

2 min read

Cover image for How I Built McDonald’s Drive-Thru: All-AI, All-Local

Aniket Hingane

Jun 16 '24

How I Built McDonald’s Drive-Thru: All-AI, All-Local

#rag #genai #machinelearning #llm

2 min read

Cover image for Let’s Build Small AI Buzz, Offer ‘Claim Processing’ to Mid/Big Companies

Aniket Hingane

Jun 13 '24

Let’s Build Small AI Buzz, Offer ‘Claim Processing’ to Mid/Big Companies

#llm #rag #machinelearning #genai

2 min read

Cover image for How I Built My Own Personalized Google: A Step-by-Step Guide to AI Mastery

Aniket Hingane

Jun 10 '24

How I Built My Own Personalized Google: A Step-by-Step Guide to AI Mastery

#machinelearning #rag #ai

2 min read

Cover image for Let’s Build One Person Business Using 100% AI

Aniket Hingane

Jun 8 '24

Let’s Build One Person Business Using 100% AI

#llm #rag #ai

2 min read

Cover image for Master AI Integration : How to Integrate AI in Your Application

Aniket Hingane

Jun 2 '24

Master AI Integration : How to Integrate AI in Your Application

#machinelearning #rag #aiagent #llm

3 min read

Cover image for My Making of AI Speaking Museum

Aniket Hingane

May 29 '24

My Making of AI Speaking Museum

#llm #rag #ai #machinelearning

2 min read

Cover image for How I Built A Simple ‘BPO’ Company, All AI Employees (All Local)

Aniket Hingane

May 25 '24

How I Built A Simple ‘BPO’ Company, All AI Employees (All Local)

#rag #llm #ai #machinelearning

2 min read

Cover image for What’s Next Big Thing for Artificial Intelligence? Spatial Intelligence!

Aniket Hingane

May 21 '24

What’s Next Big Thing for Artificial Intelligence? Spatial Intelligence!

#llm #rag #machinelearning #genai

2 min read

Cover image for Finally Got Small Company Running with 100% AI Agents : Part 3

Aniket Hingane

May 19 '24

Finally Got Small Company Running with 100% AI Agents : Part 3

#rag #llm #machinelearning #ai

2 min read

Cover image for AI Agents: The Secret Sauce for Building a Successful Startup: Part 2

Aniket Hingane

May 15 '24

AI Agents: The Secret Sauce for Building a Successful Startup: Part 2

#rag #llm #machinelearning #ai

2 min read

Cover image for The Beginning: AI Agents Take over Computer Tasks Done by Humans

Aniket Hingane

May 8 '24

The Beginning: AI Agents Take over Computer Tasks Done by Humans

#llm #machinelearning #rag #ai

3 min read

Cover image for Why Are Enterprises Adopting Agentic RAG?

Aniket Hingane

May 4 '24

Why Are Enterprises Adopting Agentic RAG?

#rag #machinelearning #llm #ai

2 min read

Cover image for Flow Engineering : Why It’s Future of Coding in the Age of AI

Aniket Hingane

Apr 26 '24

Flow Engineering : Why It’s Future of Coding in the Age of AI

#machinelearning #llm #rag #development

2 min read

Cover image for RAG 2.0 : Your AI’s Scattered Brain Just Got Organized

Aniket Hingane

Apr 24 '24

RAG 2.0 : Your AI’s Scattered Brain Just Got Organized

#llm #rag #machinelearning #ai

2 min read

Cover image for AI: A Massive Shift in How We'll Work in the Future is Coming. Are You Ready?

Aniket Hingane

Apr 19 '24

AI: A Massive Shift in How We'll Work in the Future is Coming. Are You Ready?

#machinelearning #ai #llm #datascience

2 min read

Cover image for RAG Redefined : Ready-to-Deploy RAG for Organizations at Scale.

Aniket Hingane

Apr 16 '24

RAG Redefined : Ready-to-Deploy RAG for Organizations at Scale.

#rag #machinelearning #ai #llm

1 min read

Cover image for Developer’s Guide : Modular, Flexible, Scalable Prod ready RAG

Aniket Hingane

Apr 15 '24

Developer’s Guide : Modular, Flexible, Scalable Prod ready RAG

#machinelearning #llm #rag #systemdesign

2 min read

Cover image for Cognita : A Truly Unified RAG Framework : Part 1

Aniket Hingane

Apr 14 '24

Cognita : A Truly Unified RAG Framework : Part 1

#machinelearning #ai #llm #systemdesign

2 min read

Cover image for Linux of AI : Why Open Interpreter poised to completely disrupt how we interact with Technology?

Aniket Hingane

Apr 13 '24

Linux of AI : Why Open Interpreter poised to completely disrupt how we interact with Technology?

#machinelearning #ai #systemdesign #llm

2 min read

Cover image for How I Made AI Agents Engage in a Heated Debate

Aniket Hingane

Apr 11 '24

How I Made AI Agents Engage in a Heated Debate

#machinelearning #ai #systemdesign #tutorial

2 min read

Cover image for Data + AI : Powerful Data Pipeline Architectures, MUST know for success in AI Era.

Aniket Hingane

Apr 8 '24

Data + AI : Powerful Data Pipeline Architectures, MUST know for success in AI Era.

#datascience #machinelearning #architecture #systemdesign

2 min read

Cover image for Learn Crucial ML Math via Interesting Stories : Weighted Sum in Neural N/W

Aniket Hingane

Apr 6 '24

Learn Crucial ML Math via Interesting Stories : Weighted Sum in Neural N/W

#machinelearning #ai #learning #algorithms

1 min read

Cover image for Why Entire AI field is headed towards AI Agents

Aniket Hingane

Apr 3 '24

Why Entire AI field is headed towards AI Agents

#machinelearning #genai #ai #llm

1 min read

Cover image for Trend Worth 📖: Why Graph Neural Networks Will Dominate in 2024 & Beyond

Aniket Hingane

Mar 31 '24

Trend Worth 📖: Why Graph Neural Networks Will Dominate in 2024 & Beyond

#machinelearning #deeplearning #ai #systemdesign

2 min read

Cover image for Shopper’s Serendipity : Know Why They Buy ‘That’ w/ ‘This’ via K-NN on Graph

Aniket Hingane

Mar 30 '24

Shopper’s Serendipity : Know Why They Buy ‘That’ w/ ‘This’ via K-NN on Graph

#algorithms #neo4j #machinelearning #ai

2 min read

Cover image for A* algorithm is Ariadne’s thread, Neo4j GDS lib reveals why

Aniket Hingane

Mar 29 '24

A* algorithm is Ariadne’s thread, Neo4j GDS lib reveals why

#neo4j #machinelearning #algorithms #systemdesign

2 min read

Cover image for Appln Of Graph Theory : How I Found Perfect Gas Station Spot !

Aniket Hingane

Mar 27 '24

Appln Of Graph Theory : How I Found Perfect Gas Station Spot !

#neo4j #machinelearning #ai #systemdesign

1 min read

Cover image for How I Built Graph based AI-Powered Search Engine, All Local

Aniket Hingane

Mar 23 '24

How I Built Graph based AI-Powered Search Engine, All Local

#machinelearning #programming #llm #neo4j

2 min read

Cover image for Build Simple Real-time Knowledge Server with RAG, LLM, and Knowledge Graphs in Docker

Aniket Hingane

Mar 23 '24

Build Simple Real-time Knowledge Server with RAG, LLM, and Knowledge Graphs in Docker

#development #machinelearning #ai #systemdesign

1 min read

Cover image for Graphs + AI : Why CDA Algorithms so Critical & Relevant in Today’s Complex World ?

Aniket Hingane

Mar 23 '24

Graphs + AI : Why CDA Algorithms so Critical & Relevant in Today’s Complex World ?

#algorithms #machinelearning #ai #neo4j

2 min read

Cover image for Graph + AI : How I build Graph-Powered Journey Thr’ University’s Academic Universe

Aniket Hingane

Mar 23 '24

Graph + AI : How I build Graph-Powered Journey Thr’ University’s Academic Universe

#machinelearning #ai #systemdesign #development

1 min read

Cover image for GenAI : Witness Automated Test Cases Generation in Action, let’s build, all local

Aniket Hingane

Mar 18 '24

GenAI : Witness Automated Test Cases Generation in Action, let’s build, all local

#ai #machinelearning #datascience #development

1 min read

Cover image for Why Graph Based RAG Is The Future?

Aniket Hingane

Mar 18 '24

Why Graph Based RAG Is The Future?

#machinelearning #ai #database

1 min read

Cover image for Its all about influence : PageRank in Graphs, why bother?

Aniket Hingane

Mar 18 '24

Its all about influence : PageRank in Graphs, why bother?

#machinelearning #datascience #database #ai

1 min read

Cover image for Unleashing the Potential of Transfer Learning in AI models

Aniket Hingane

Mar 6 '24

Unleashing the Potential of Transfer Learning in AI models

#ai #machinelearning #datascience

6 min read

Cover image for WASI and Kubernetes +Docker : Friends or Foes?

Aniket Hingane

Mar 6 '24

WASI and Kubernetes +Docker : Friends or Foes?

#kubernetes #docker #devops #design

5 min read

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