Aun Raza

AI Architect & Engineering Lead. Expert in scaling production-grade agentic workflows on GCP across diverse industries. From Fintech to TON, I write about reliability, cost, and the "Gray Area" of AI.

Lahore, Pakistan (UTC +05:00) Joined on Jul 7, 2025 aunraza021@gmail.com https://linkedin.com/in/aunraz

Education

BS Computer Science — Punjab University (2017)

Work

CX Automation & AI Engineering at TON (Telegram)

Cover image for How We Handle 'Gray Area' Logic in Conversational Agents

Aun Raza

Feb 23

How We Handle 'Gray Area' Logic in Conversational Agents

#ai #chatbot #llmops #aiengineering

6 min read

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Cover image for What an AI Engineering Lead Actually Does in 2026 (Beyond Models and Prompts)

Aun Raza

Jan 10

What an AI Engineering Lead Actually Does in 2026 (Beyond Models and Prompts)

#ai #mlops #engineering #production

6 min read

Cover image for Designing AI Automation for Millions: CX Lessons from the Front Lines

Aun Raza

Dec 20 '25

Designing AI Automation for Millions: CX Lessons from the Front Lines

#ai #automation #cx #web3

6 min read

Cover image for Comparing Open AI MCP and Anthropic MCP

Aun Raza

Nov 24 '25

Comparing Open AI MCP and Anthropic MCP

#ai #openai #anthropic #mcp

4 min read

Cover image for Combining BM25 & Vector Search: A Hybrid Approach for Enhanced Retrieval Performance

Aun Raza

Nov 13 '25

Combining BM25 & Vector Search: A Hybrid Approach for Enhanced Retrieval Performance

#technology #bm25 #vectorsearch #hybridsearch

5 min read

Cover image for LangGraph: Orchestrating Complex LLM Workflows with State Machines

Aun Raza

Nov 9 '25

LangGraph: Orchestrating Complex LLM Workflows with State Machines

#programming #llm #langchain #graph

4 min read

Cover image for Inside the Transformer Architecture: The Core of Modern AI

Aun Raza

Oct 29 '25

Inside the Transformer Architecture: The Core of Modern AI

#ai #transformers #pytorch #nlp

3 min read

Cover image for LoRA and QLoRA: Fine-Tuning Giants for Agile Agents

Aun Raza

Sep 26 '25

LoRA and QLoRA: Fine-Tuning Giants for Agile Agents

#ai #llmfinetuning #agenticai #loraqlora

5 min read

Cover image for The Evolution of AI Memory: From Context Windows to True Long-Term Memory

Aun Raza

Sep 11 '25

The Evolution of AI Memory: From Context Windows to True Long-Term Memory

#aimemory #openai #aifuture #nlp

4 min read

Cover image for Protecting LLMs in Production: Guardrails for Data Security and Injection Resist

Aun Raza

Sep 9 '25

Protecting LLMs in Production: Guardrails for Data Security and Injection Resist

#guardrailsai #aitrust #promptinjection #aisafety

3 min read

Cover image for AI in Healthcare: How LLMs are Transforming Medical Documentation and Decision Making

Aun Raza

Sep 4 '25

AI in Healthcare: How LLMs are Transforming Medical Documentation and Decision Making

#healthcare #llmsinhealthcare #futureofai #clinicalai

3 min read

Cover image for LangSmith vs. Phoenix by Arize AI: Choosing the Right Tool for LLM Observability

Aun Raza

Sep 2 '25

LangSmith vs. Phoenix by Arize AI: Choosing the Right Tool for LLM Observability

#llm #phoenixai #langchain #langsmith

4 min read

Cover image for Langmem: A Lightweight In-Memory Key-Value Store for Natural Language Processing

Aun Raza

Sep 1 '25

Langmem: A Lightweight In-Memory Key-Value Store for Natural Language Processing

#programming #python #nlp #database

3 min read

Aun Raza

Jul 31 '25

Evaluating AI Agents: Performance, Reliability, and Real-World Impact

#technology #ai #evaluation #agents

4 min read

Cover image for From RAG to RAMM: Building Retrieval-Augmented Multi-Modal Apps with OpenAI & Ll

Aun Raza

Jul 22 '25

From RAG to RAMM: Building Retrieval-Augmented Multi-Modal Apps with OpenAI & Ll

#ai #multimodal #openai #llama

4 min read

Cover image for Building Gemini Apps the Modular Way: Meet Google’s GenAI Processors

Aun Raza

Jul 14 '25

Building Gemini Apps the Modular Way: Meet Google’s GenAI Processors

#technology #ai #google #gemini

4 min read

Cover image for Your First Claude Integration Using MCP-Style Tooling

Aun Raza

Jul 8 '25

Your First Claude Integration Using MCP-Style Tooling

#programming #python #api #claude

4 min read

Cover image for Mastering Git Branching: A Deep Dive into `git branch`

Aun Raza

Jul 7 '25

Mastering Git Branching: A Deep Dive into `git branch`

#programming #git #versioncontrol #tutorial

4 min read

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Aun Raza

Badges

Writing Debut

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Currently learning

Currently hacking on

Available for

How We Handle 'Gray Area' Logic in Conversational Agents

Want to connect with Aun Raza?

What an AI Engineering Lead Actually Does in 2026 (Beyond Models and Prompts)

Designing AI Automation for Millions: CX Lessons from the Front Lines

Comparing Open AI MCP and Anthropic MCP

Combining BM25 & Vector Search: A Hybrid Approach for Enhanced Retrieval Performance

LangGraph: Orchestrating Complex LLM Workflows with State Machines

Inside the Transformer Architecture: The Core of Modern AI

LoRA and QLoRA: Fine-Tuning Giants for Agile Agents

The Evolution of AI Memory: From Context Windows to True Long-Term Memory

Protecting LLMs in Production: Guardrails for Data Security and Injection Resist

AI in Healthcare: How LLMs are Transforming Medical Documentation and Decision Making

LangSmith vs. Phoenix by Arize AI: Choosing the Right Tool for LLM Observability

Langmem: A Lightweight In-Memory Key-Value Store for Natural Language Processing

Evaluating AI Agents: Performance, Reliability, and Real-World Impact

From RAG to RAMM: Building Retrieval-Augmented Multi-Modal Apps with OpenAI & Ll

Building Gemini Apps the Modular Way: Meet Google’s GenAI Processors

Your First Claude Integration Using MCP-Style Tooling

Mastering Git Branching: A Deep Dive into `git branch`