FARHAN HABIB FARAZ

Prompt Engineer focused on conversational AI, voice agents, and automation. Sharing hands-on insights from building and shipping production AI systems.

House No. 29, Flat (M-A), Road No. 6, Dhanmondi, Dhaka - 1209, Bangladesh. Joined on Dec 21, 2025 fh.faraz@gmail.com

Education

Premier University, Chattogram

Pronouns

He/Him

Work

Senior Prompt Engineer at PowerinAI

Cover image for The RAG System That Found Contradicting Answers (And Confidently Picked The Wrong One)

FARHAN HABIB FARAZ

Jan 22

The RAG System That Found Contradicting Answers (And Confidently Picked The Wrong One)

#discuss #contradictions #rag #ai

4 min read

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Cover image for The RAG System That Mixed Documentation From Different Products (And Created Frankenstein Instructions)

FARHAN HABIB FARAZ

Jan 22

The RAG System That Mixed Documentation From Different Products (And Created Frankenstein Instructions)

#retrieval #rag #ai #automation

5 min read

Cover image for The RAG System That Retrieved Perfect Chunks (But Answered Wrong Anyway)

FARHAN HABIB FARAZ

Jan 22

The RAG System That Retrieved Perfect Chunks (But Answered Wrong Anyway)

#discuss #rag #chunking #ai

4 min read

Cover image for The Calendar Sync That Scheduled Meetings During Weekends (And National Holidays)

FARHAN HABIB FARAZ

Jan 22

The Calendar Sync That Scheduled Meetings During Weekends (And National Holidays)

#discuss #scheduling #timezones #ai

4 min read

Cover image for The Feedback Collector That Published Negative Reviews Publicly (Before Human Review)

FARHAN HABIB FARAZ

Jan 22

The Feedback Collector That Published Negative Reviews Publicly (Before Human Review)

#help #discuss #ai #testimonial

4 min read

Cover image for The Product Recommender That Only Suggested Out-of-Stock Items (Inventory Integration Fail)

FARHAN HABIB FARAZ

Jan 22

The Product Recommender That Only Suggested Out-of-Stock Items (Inventory Integration Fail)

#discuss #inventory #automation #ai

4 min read

Cover image for The Onboarding Flow That Ghosted 300 New Users (Missing Conditional Logic)

FARHAN HABIB FARAZ

Jan 22

The Onboarding Flow That Ghosted 300 New Users (Missing Conditional Logic)

#discuss #automation #onboarding #ai

4 min read

Cover image for The Notification System That Sent 12,000 Messages at 3 AM

FARHAN HABIB FARAZ

Jan 21

The Notification System That Sent 12,000 Messages at 3 AM

#discuss #automation #notification #ai

4 min read

Cover image for The Translation Bot That Turned Professional Emails Into Insults

FARHAN HABIB FARAZ

Jan 21

The Translation Bot That Turned Professional Emails Into Insults

#discuss #ai #automation #multilingual

4 min read

Cover image for The FAQ Bot That Made Up Answers When It Couldn’t Find Real Ones

FARHAN HABIB FARAZ

Jan 21

The FAQ Bot That Made Up Answers When It Couldn’t Find Real Ones

#discuss #rag #hallucination #ai

4 min read

Cover image for The AI That Quoted Customers Their Competitors’ Prices

FARHAN HABIB FARAZ

Jan 21

The AI That Quoted Customers Their Competitors’ Prices

#discuss #promptengineering #searchintegration #ai

3 min read

Cover image for The Booking System That Created 47 Double-Bookings in One Morning

FARHAN HABIB FARAZ

Jan 21

The Booking System That Created 47 Double-Bookings in One Morning

#discuss #bookingautomation #ai #llm

4 min read

Cover image for The Email Responder That Replied Unsubscribe to the CEO

FARHAN HABIB FARAZ

Jan 21

The Email Responder That Replied Unsubscribe to the CEO

#discuss #contextanalysis #ai #llm

3 min read

Cover image for The Sentiment Analysis Bot That Thought Every Customer Was Angry

FARHAN HABIB FARAZ

Jan 21

The Sentiment Analysis Bot That Thought Every Customer Was Angry

#discuss #ai #promptengineering #automation

3 min read

Cover image for The Lead Magnet That Collected 5,000 Fake Emails And We Didn’t Notice for 2 Weeks

FARHAN HABIB FARAZ

Jan 21

The Lead Magnet That Collected 5,000 Fake Emails And We Didn’t Notice for 2 Weeks

#discuss #ai #crm #automation

5 min read

Cover image for The Chatbot That Started Arguing With Customers Because I Told It to Be Confident

FARHAN HABIB FARAZ

Jan 21

The Chatbot That Started Arguing With Customers Because I Told It to Be Confident

#discuss #llmbehavior #ai #promptengineering

6 min read

Cover image for The Refund Bot That Approved $127,000 in One Afternoon

FARHAN HABIB FARAZ

Jan 19

The Refund Bot That Approved $127,000 in One Afternoon

#discuss #ai #promptengineering #automation

4 min read

Cover image for The Appointment Scheduler That Booked Everyone for Yesterday

FARHAN HABIB FARAZ

Jan 19

The Appointment Scheduler That Booked Everyone for Yesterday

#voiceai #pgaichallenge #automation #ai

4 min read

Cover image for The Chatbot That Forgot English Mid-Conversation

FARHAN HABIB FARAZ

Jan 19

The Chatbot That Forgot English Mid-Conversation

#discuss #multilingual #ai #promptengineering

4 min read

Cover image for The Medical Chatbot That Diagnosed Everyone With Cancer

FARHAN HABIB FARAZ

Jan 19

The Medical Chatbot That Diagnosed Everyone With Cancer

#discuss #responsibleai #ai #promptengineering

4 min read

Cover image for The Invoice That Cost $470,000 (Because I Forgot One Word)

FARHAN HABIB FARAZ

Jan 19

The Invoice That Cost $470,000 (Because I Forgot One Word)

#discuss #ai #automation #promptengineering

3 min read

Cover image for The Workflow That Worked Too Well (And Crashed Everything)

FARHAN HABIB FARAZ

Jan 19

The Workflow That Worked Too Well (And Crashed Everything)

#discuss #operations #systemdesign #ai

4 min read

Cover image for The Day I Accidentally Made Our AI Sound Like a Desperate Salesperson

FARHAN HABIB FARAZ

Jan 19

The Day I Accidentally Made Our AI Sound Like a Desperate Salesperson

#ai #community #promptengineering #salesai

4 min read

Cover image for The Time Our Voice AI Couldn’t Understand “Yes” (And the Cultural Lesson That Fixed It)

FARHAN HABIB FARAZ

Jan 19

The Time Our Voice AI Couldn’t Understand “Yes” (And the Cultural Lesson That Fixed It)

#ai #voiceai #promptengineering #llm

4 min read

Cover image for The Knowledge Base That Lied to 10,000 Customers (And How We Caught It)

FARHAN HABIB FARAZ

Jan 18

The Knowledge Base That Lied to 10,000 Customers (And How We Caught It)

#rag #llm #ai #knowledgebase

6 min read

Cover image for The Day Our CRM Automation Started Flirting With Customers

FARHAN HABIB FARAZ

Jan 18

The Day Our CRM Automation Started Flirting With Customers

#crmautomation #salesai #promptengineering #boundaries

4 min read

Cover image for The “Too Smart” Knowledge Base Problem: When Your AI Knows Too Much for Its Own Good

FARHAN HABIB FARAZ

Jan 18

The “Too Smart” Knowledge Base Problem: When Your AI Knows Too Much for Its Own Good

#rag #nlp #knowledgebase #promptengineering

5 min read

Cover image for Sentiment-Aware Response Tuning: When the Same Question Needs Different Answers

FARHAN HABIB FARAZ

Jan 18

Sentiment-Aware Response Tuning: When the Same Question Needs Different Answers

#discuss #ai #programming #promptengineering

6 min read

Cover image for Conversation Flow Control: When Users Don’t Follow Your Script

FARHAN HABIB FARAZ

Jan 18

Conversation Flow Control: When Users Don’t Follow Your Script

#ux #nlp #promptengineering #ai

5 min read

Cover image for The Voice AI Prompt That Was Too Human (And Why Robot Instructions Worked Better)

FARHAN HABIB FARAZ

Jan 18

The Voice AI Prompt That Was Too Human (And Why Robot Instructions Worked Better)

#voiceai #promptengineering #systemdesign #ai

4 min read

Cover image for Multi-Channel Chatbot Synchronization: When Your Bot Has Multiple Personalities Across Platforms

FARHAN HABIB FARAZ

Jan 14

Multi-Channel Chatbot Synchronization: When Your Bot Has Multiple Personalities Across Platforms

#discuss #omnichannel #ai #chatbot

6 min read

Cover image for The RAG System That Confidently Made Up Product Specs (For 6 Months Straight)

FARHAN HABIB FARAZ

Jan 14

The RAG System That Confidently Made Up Product Specs (For 6 Months Straight)

#discuss #ai #hallucination #rag

7 min read

Cover image for The Insurance Bot With 47 Decision Points (And How It Approved Everything By Accident)

FARHAN HABIB FARAZ

Jan 14

The Insurance Bot With 47 Decision Points (And How It Approved Everything By Accident)

#discuss #promptengineering #automation #ai

7 min read

Cover image for The Lead Scoring System That Ignored Million-Dollar Deals (Because The CEO Had a Gmail Account)

FARHAN HABIB FARAZ

Jan 14

The Lead Scoring System That Ignored Million-Dollar Deals (Because The CEO Had a Gmail Account)

#discuss #ai #b2b #learning

7 min read

Cover image for The Pricing Bot That Quoted $847 for a $12 Item (When Complexity Goes Wrong)

FARHAN HABIB FARAZ

Jan 14

The Pricing Bot That Quoted $847 for a $12 Item (When Complexity Goes Wrong)

#discuss #ai #dynamicpricing #automation

7 min read

Cover image for The Day Users Discovered They Could Hack Our Chatbot With "Ignore Previous Instructions"

FARHAN HABIB FARAZ

Jan 14

The Day Users Discovered They Could Hack Our Chatbot With "Ignore Previous Instructions"

#discuss #cybersecurity #ai #promptengineering

6 min read

Cover image for The Voice AI That Thought "Thursday" Was "Birthday" (Accent Recognition Gone Wrong)

FARHAN HABIB FARAZ

Jan 14

The Voice AI That Thought "Thursday" Was "Birthday" (Accent Recognition Gone Wrong)

#discuss #voiceai #conversation #ai

6 min read

Cover image for The Client Who Wanted AI to "Remember Everything" (And Why That Was a Terrible Idea)

FARHAN HABIB FARAZ

Jan 14

The Client Who Wanted AI to "Remember Everything" (And Why That Was a Terrible Idea)

#discuss #rag #ai #llm

5 min read

Cover image for The Chatbot That Couldn't Understand "Hmm" (Until We Taught It Bangla Body Language)

FARHAN HABIB FARAZ

Jan 14

The Chatbot That Couldn't Understand "Hmm" (Until We Taught It Bangla Body Language)

#discuss #multilingual #chatbot #ai

4 min read

Cover image for 01670-309-328 vs +8801670309328: How We Solved a Western Consulting Firm's Phone Number Nightmare

FARHAN HABIB FARAZ

Jan 13

01670-309-328 vs +8801670309328: How We Solved a Western Consulting Firm's Phone Number Nightmare

#discuss #ai #runnerhchallenge #promptengineering

3 min read

Cover image for Conversation Memory Collapse: Why Excessive Context Weakens AI

FARHAN HABIB FARAZ

Jan 13

Conversation Memory Collapse: Why Excessive Context Weakens AI

#discuss #ai #llm #productivity

3 min read

Cover image for Document Automation with Precision: The Challenge of Formatting Without Touching Content

FARHAN HABIB FARAZ

Jan 13

Document Automation with Precision: The Challenge of Formatting Without Touching Content

#discuss #ai #automation #workflow

4 min read

Cover image for Automated Market Research: Building 1000-Word Strategic Reports from a Single URL

FARHAN HABIB FARAZ

Jan 12

Automated Market Research: Building 1000-Word Strategic Reports from a Single URL

#ai #database #marketing #automation

4 min read

Cover image for Content Automation at Scale: Generating 100+ FAQs from a Single Website Link

FARHAN HABIB FARAZ

Jan 12

Content Automation at Scale: Generating 100+ FAQs from a Single Website Link

#ai #seo #faq #automation

4 min read

Cover image for Contextual Inference with Generative AI: Turning Messy Notes into Professional Meeting Minutes

FARHAN HABIB FARAZ

Jan 12

Contextual Inference with Generative AI: Turning Messy Notes into Professional Meeting Minutes

#ai #productivity #automation #promptengineering

4 min read

Cover image for Structural Logic in Prompt Engineering: Building an AI Grammar Teacher, Not Just a Checker

FARHAN HABIB FARAZ

Jan 12

Structural Logic in Prompt Engineering: Building an AI Grammar Teacher, Not Just a Checker

#ai #promptengineering #nlp #automation

4 min read

Cover image for Building Cultural Intelligence into Database Processing: A Pattern Recognition Challenge

FARHAN HABIB FARAZ

Dec 31 '25

Building Cultural Intelligence into Database Processing: A Pattern Recognition Challenge

#ai #automation #culturalai #machinelearning

4 min read

Cover image for Conversational AI Case Study: How a Simple Psychological Shift Drove 92% Completion Rates

FARHAN HABIB FARAZ

Dec 22 '25

Conversational AI Case Study: How a Simple Psychological Shift Drove 92% Completion Rates

#ai #ux #chatbot #casestudy

4 min read

Cover image for Knowledge Banks for Conversational AI: When Less is More

FARHAN HABIB FARAZ

Dec 21 '25

Knowledge Banks for Conversational AI: When Less is More

#ai #promptengineering #conversationalai #optimization

3 min read

Cover image for How We Solved Western Consulting Firm’s Phone Number Nightmare

FARHAN HABIB FARAZ

Dec 21 '25

How We Solved Western Consulting Firm’s Phone Number Nightmare

#promptengineering #crmautomation #conversationalai #dataquality

2 min read

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