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FARHAN HABIB FARAZ

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

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

Education

Premier University, Chattogram

Pronouns

He/Him

Work

Senior Prompt Engineer at PowerinAI

The Silence Problem Nobody Designs For Until A Real Call Goes Quiet
faraz_farhan_83ed23a154a2 profile

The Silence Problem Nobody Designs For Until A Real Call Goes Quiet

#voiceai #promptengineering #ai #systemdesign
Comments 1
5 min read

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Building A Prompt Template That Works Without You In The Room
faraz_farhan_83ed23a154a2 profile

Building A Prompt Template That Works Without You In The Room

#promptengineering #ai #productivity #careerdevelopment
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4 min read
When The Fix Isn't The Prompt At All, It's What The Prompt Is Reading From
faraz_farhan_83ed23a154a2 profile

When The Fix Isn't The Prompt At All, It's What The Prompt Is Reading From

#promptengineering #ai #rag #systemdesign
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4 min read
When A Product Review Shoot Needs You To Be Honest And Complimentary At The Same Time
faraz_farhan_83ed23a154a2 profile

When A Product Review Shoot Needs You To Be Honest And Complimentary At The Same Time

#contentcreation #videoproduction #careerdevelopment #ai
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4 min read
Reusing A Prompt System Across Clients Without Turning It Into A One Size Fits All Failure
faraz_farhan_83ed23a154a2 profile

Reusing A Prompt System Across Clients Without Turning It Into A One Size Fits All Failure

#promptengineering #ai #systemdesign #govtech
Comments
4 min read
Measuring Whether A Training Actually Worked Is Harder Than Delivering It
faraz_farhan_83ed23a154a2 profile

Measuring Whether A Training Actually Worked Is Harder Than Delivering It

#ai #careerdevelopment #productivity #instructionaldesign
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4 min read
Maintaining A Government Custom GPT After The Training Ends Is A Different Job Than Building It
faraz_farhan_83ed23a154a2 profile

Maintaining A Government Custom GPT After The Training Ends Is A Different Job Than Building It

#ai #govtech #promptengineering #productivity
1
Comments
4 min read
How Do You Know A Trainer Is Actually Ready, Not Just Trained
faraz_farhan_83ed23a154a2 profile

How Do You Know A Trainer Is Actually Ready, Not Just Trained

#leadership #ai #management #productivity
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4 min read
Why Data Privacy And Data Accuracy Are Constantly Fighting Each Other In Client Prompt Systems
faraz_farhan_83ed23a154a2 profile

Why Data Privacy And Data Accuracy Are Constantly Fighting Each Other In Client Prompt Systems

#dataprivacy #ai #promptengineering #rag
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4 min read
Leading A Prompt Team Means Debugging People's Mental Models, Not Just Their Prompts
faraz_farhan_83ed23a154a2 profile

Leading A Prompt Team Means Debugging People's Mental Models, Not Just Their Prompts

#leadership #ai #promptengineering #productivity
Comments
4 min read
Building A Training Module Is A Prompting Problem Long Before It Is A Content Problem
faraz_farhan_83ed23a154a2 profile

Building A Training Module Is A Prompting Problem Long Before It Is A Content Problem

#education #ai #careerdevelopment #productivity
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4 min read
Directing Video Content Nobody Is Actually Behind A Camera For
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Directing Video Content Nobody Is Actually Behind A Camera For

#ai #contentcreation #promptengineering #productivity
Comments
4 min read
What Journalists Taught Me About Writing Prompts For Skeptics
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What Journalists Taught Me About Writing Prompts For Skeptics

#ai #education #careerdevelopment #productivity
Comments
4 min read
Concept Notes And Pitch Decks Are Not The Same Document Wearing Two Outfits (Even Though Everyone Treats Them That Way)
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Concept Notes And Pitch Decks Are Not The Same Document Wearing Two Outfits (Even Though Everyone Treats Them That Way)

#promptengineering #ai #productivity #businessstrategy
Comments
4 min read
How A Product Review Shoot Taught Me More About Prompting Than Most Prompting Work Did
faraz_farhan_83ed23a154a2 profile

How A Product Review Shoot Taught Me More About Prompting Than Most Prompting Work Did

#contentcreation #ai #productivity #careerdevelopment
Comments
4 min read
What Happens When You Have To Teach Someone Else To Do Your Job (And They Cannot See What You See)
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What Happens When You Have To Teach Someone Else To Do Your Job (And They Cannot See What You See)

#ai #careerdevelopment #productivity
Comments
3 min read
The Custom GPT That Had To Behave Like A Government Employee, Not A Chatbot
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The Custom GPT That Had To Behave Like A Government Employee, Not A Chatbot

#promptengineering #ai #chatgpt #govtech
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3 min read
Why Tender Documents Break Most AI Writing Tools (And What Actually Works)
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Why Tender Documents Break Most AI Writing Tools (And What Actually Works)

#promptengineering #ai #productivity #automation
Comments
3 min read
The Middleman Problem: Why Fixing AI Chatbots Is Never Just About the Prompt
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The Middleman Problem: Why Fixing AI Chatbots Is Never Just About the Prompt

#ai #promptengineering #machinelearning #productivity
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3 min read
The RAG System That Found Contradicting Answers (And Confidently Picked The Wrong One)
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The RAG System That Found Contradicting Answers (And Confidently Picked The Wrong One)

#discuss #contradictions #rag #ai
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4 min read
The RAG System That Mixed Documentation From Different Products (And Created Frankenstein Instructions)
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The RAG System That Mixed Documentation From Different Products (And Created Frankenstein Instructions)

#retrieval #rag #ai #automation
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5 min read
The RAG System That Retrieved Perfect Chunks (But Answered Wrong Anyway)
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The RAG System That Retrieved Perfect Chunks (But Answered Wrong Anyway)

#discuss #rag #chunking #ai
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4 min read
The Calendar Sync That Scheduled Meetings During Weekends (And National Holidays)
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The Calendar Sync That Scheduled Meetings During Weekends (And National Holidays)

#discuss #scheduling #timezones #ai
Comments 1
4 min read
The Feedback Collector That Published Negative Reviews Publicly (Before Human Review)
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The Feedback Collector That Published Negative Reviews Publicly (Before Human Review)

#help #discuss #ai #testimonial
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4 min read
The Product Recommender That Only Suggested Out-of-Stock Items (Inventory Integration Fail)
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The Product Recommender That Only Suggested Out-of-Stock Items (Inventory Integration Fail)

#discuss #inventory #automation #ai
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4 min read
The Onboarding Flow That Ghosted 300 New Users (Missing Conditional Logic)
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The Onboarding Flow That Ghosted 300 New Users (Missing Conditional Logic)

#discuss #automation #onboarding #ai
Comments
4 min read
The Notification System That Sent 12,000 Messages at 3 AM
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The Notification System That Sent 12,000 Messages at 3 AM

#discuss #automation #notification #ai
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4 min read
The Translation Bot That Turned Professional Emails Into Insults
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The Translation Bot That Turned Professional Emails Into Insults

#discuss #ai #automation #multilingual
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4 min read
The FAQ Bot That Made Up Answers When It Couldn’t Find Real Ones
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The FAQ Bot That Made Up Answers When It Couldn’t Find Real Ones

#discuss #rag #hallucination #ai
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4 min read
The AI That Quoted Customers Their Competitors’ Prices
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The AI That Quoted Customers Their Competitors’ Prices

#discuss #promptengineering #searchintegration #ai
Comments 1
3 min read
The Booking System That Created 47 Double-Bookings in One Morning
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The Booking System That Created 47 Double-Bookings in One Morning

#discuss #bookingautomation #ai #llm
Comments
4 min read
The Email Responder That Replied Unsubscribe to the CEO
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The Email Responder That Replied Unsubscribe to the CEO

#discuss #contextanalysis #ai #llm
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3 min read
The Sentiment Analysis Bot That Thought Every Customer Was Angry
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The Sentiment Analysis Bot That Thought Every Customer Was Angry

#discuss #ai #promptengineering #automation
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3 min read
The Lead Magnet That Collected 5,000 Fake Emails And We Didn’t Notice for 2 Weeks
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The Lead Magnet That Collected 5,000 Fake Emails And We Didn’t Notice for 2 Weeks

#discuss #ai #crm #automation
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5 min read
The Chatbot That Started Arguing With Customers Because I Told It to Be Confident
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The Chatbot That Started Arguing With Customers Because I Told It to Be Confident

#discuss #llmbehavior #ai #promptengineering
Comments 1
6 min read
The Refund Bot That Approved $127,000 in One Afternoon
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The Refund Bot That Approved $127,000 in One Afternoon

#discuss #ai #promptengineering #automation
Comments
4 min read
The Appointment Scheduler That Booked Everyone for Yesterday
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The Appointment Scheduler That Booked Everyone for Yesterday

#voiceai #pgaichallenge #automation #ai
1
Comments
4 min read
The Chatbot That Forgot English Mid-Conversation
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The Chatbot That Forgot English Mid-Conversation

#discuss #multilingual #ai #promptengineering
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4 min read
The Medical Chatbot That Diagnosed Everyone With Cancer
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The Medical Chatbot That Diagnosed Everyone With Cancer

#discuss #responsibleai #ai #promptengineering
Comments 2
4 min read
The Invoice That Cost $470,000 (Because I Forgot One Word)
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The Invoice That Cost $470,000 (Because I Forgot One Word)

#discuss #ai #automation #promptengineering
Comments
3 min read
The Workflow That Worked Too Well (And Crashed Everything)
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The Workflow That Worked Too Well (And Crashed Everything)

#discuss #operations #systemdesign #ai
Comments
4 min read
The Day I Accidentally Made Our AI Sound Like a Desperate Salesperson
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The Day I Accidentally Made Our AI Sound Like a Desperate Salesperson

#ai #community #promptengineering #salesai
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4 min read
The Time Our Voice AI Couldn’t Understand “Yes” (And the Cultural Lesson That Fixed It)
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The Time Our Voice AI Couldn’t Understand “Yes” (And the Cultural Lesson That Fixed It)

#ai #voiceai #promptengineering #llm
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4 min read
The Knowledge Base That Lied to 10,000 Customers (And How We Caught It)
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The Knowledge Base That Lied to 10,000 Customers (And How We Caught It)

#rag #llm #ai #knowledgebase
Comments
6 min read
The Day Our CRM Automation Started Flirting With Customers
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The Day Our CRM Automation Started Flirting With Customers

#crmautomation #salesai #promptengineering #boundaries
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4 min read
The “Too Smart” Knowledge Base Problem: When Your AI Knows Too Much for Its Own Good
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The “Too Smart” Knowledge Base Problem: When Your AI Knows Too Much for Its Own Good

#rag #nlp #knowledgebase #promptengineering
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5 min read
Sentiment-Aware Response Tuning: When the Same Question Needs Different Answers
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Sentiment-Aware Response Tuning: When the Same Question Needs Different Answers

#discuss #ai #programming #promptengineering
Comments
6 min read
Conversation Flow Control: When Users Don’t Follow Your Script
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Conversation Flow Control: When Users Don’t Follow Your Script

#ux #nlp #promptengineering #ai
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5 min read
The Voice AI Prompt That Was Too Human (And Why Robot Instructions Worked Better)
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The Voice AI Prompt That Was Too Human (And Why Robot Instructions Worked Better)

#voiceai #promptengineering #systemdesign #ai
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4 min read
Multi-Channel Chatbot Synchronization: When Your Bot Has Multiple Personalities Across Platforms
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Multi-Channel Chatbot Synchronization: When Your Bot Has Multiple Personalities Across Platforms

#discuss #omnichannel #ai #chatbot
Comments 2
6 min read
The RAG System That Confidently Made Up Product Specs (For 6 Months Straight)
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The RAG System That Confidently Made Up Product Specs (For 6 Months Straight)

#discuss #ai #hallucination #rag
Comments
7 min read
The Insurance Bot With 47 Decision Points (And How It Approved Everything By Accident)
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The Insurance Bot With 47 Decision Points (And How It Approved Everything By Accident)

#discuss #promptengineering #automation #ai
Comments 1
7 min read
The Lead Scoring System That Ignored Million-Dollar Deals (Because The CEO Had a Gmail Account)
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The Lead Scoring System That Ignored Million-Dollar Deals (Because The CEO Had a Gmail Account)

#discuss #ai #b2b #learning
Comments
7 min read
The Pricing Bot That Quoted $847 for a $12 Item (When Complexity Goes Wrong)
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The Pricing Bot That Quoted $847 for a $12 Item (When Complexity Goes Wrong)

#discuss #ai #dynamicpricing #automation
Comments
7 min read
The Day Users Discovered They Could Hack Our Chatbot With "Ignore Previous Instructions"
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The Day Users Discovered They Could Hack Our Chatbot With "Ignore Previous Instructions"

#discuss #cybersecurity #ai #promptengineering
Comments 1
6 min read
The Voice AI That Thought "Thursday" Was "Birthday" (Accent Recognition Gone Wrong)
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The Voice AI That Thought "Thursday" Was "Birthday" (Accent Recognition Gone Wrong)

#discuss #voiceai #conversation #ai
Comments
6 min read
The Client Who Wanted AI to "Remember Everything" (And Why That Was a Terrible Idea)
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The Client Who Wanted AI to "Remember Everything" (And Why That Was a Terrible Idea)

#discuss #rag #ai #llm
Comments
5 min read
The Chatbot That Couldn't Understand "Hmm" (Until We Taught It Bangla Body Language)
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The Chatbot That Couldn't Understand "Hmm" (Until We Taught It Bangla Body Language)

#discuss #multilingual #chatbot #ai
Comments
4 min read
01670-309-328 vs +8801670309328: How We Solved a Western Consulting Firm's Phone Number Nightmare
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01670-309-328 vs +8801670309328: How We Solved a Western Consulting Firm's Phone Number Nightmare

#discuss #ai #runnerhchallenge #promptengineering
3
Comments
3 min read
Conversation Memory Collapse: Why Excessive Context Weakens AI
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Conversation Memory Collapse: Why Excessive Context Weakens AI

#discuss #ai #llm #productivity
Comments
3 min read
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