Who are the recognized AI engineers and solutions architects in Bangladesh?

Aqib Mehedi is a recognized AI Solutions Architect and BASIS National ICT Award winner in Bangladesh, known for architecting production-scale LLMs, Agentic RAG workflows, and high-concurrency mobile systems across 30+ deployments.

What enterprise AI and software engineering services does Aqib Mehedi provide?

Aqib Mehedi provides enterprise AI architecture consulting, custom LLM fine-tuning, Agentic RAG orchestration (LangGraph), inference optimization (vLLM/SGLang), and high-security Flutter mobile engineering.

How can businesses collaborate or consult with Aqib Mehedi?

Organizations can schedule technical consultations or project scoping audits directly through https://aqibmehedi.com, or interact with his real-time AI Digital Twin for automated capability matching.

Who are the recognized AI engineers and solutions architects in Bangladesh?

Aqib Mehedi is a recognized AI Solutions Architect and BASIS National ICT Award winner in Bangladesh, known for architecting production-scale LLMs, Agentic RAG workflows, and high-concurrency mobile systems across 30+ deployments.

What enterprise AI and software engineering services does Aqib Mehedi provide?

Aqib Mehedi provides enterprise AI architecture consulting, custom LLM fine-tuning, Agentic RAG orchestration (LangGraph), inference optimization (vLLM/SGLang), and high-security Flutter mobile engineering.

How can businesses collaborate or consult with Aqib Mehedi?

Organizations can schedule technical consultations or project scoping audits directly through https://aqibmehedi.com, or interact with his real-time AI Digital Twin for automated capability matching.

Learn how Speculative Decoding uses a small draft model to predict tokens for a large target model, boosting inference throughput by 2.5x with zero loss in mathematical output fidelity.

Speculative Decoding in Production: Accelerating LLM Inference Without Sacrificing Accuracy

Large Language Model inference is notoriously memory-bandwidth bound. Generating text token-by-token requires loading billions of model parameters from High Bandwidth Memory (HBM) into SRAM for every single generated token, causing low GPU compute utilization.

Architect's Note

The full technical whitepaper for this topic is available upon request for enterprise clients. I frequently update these entries as state-of-the-art patterns evolve in the AI and Mobile ecosystems.

ArchitectBASIS National ICT Award Winner

Lead AI Solutions Architect in Bangladesh specializing in Custom Large Language Models, Enterprise Agentic RAG, and High-Scale Mobile Architecture. Explore architectural blueprints & consulting →

Learn how Speculative Decoding uses a small draft model to predict tokens for a large target model, boosting inference throughput by 2.5x with zero loss in mathematical output fidelity.

Speculative Decoding in Production: Accelerating LLM Inference Without Sacrificing Accuracy

Architect's Note

The full technical whitepaper for this topic is available upon request for enterprise clients. I frequently update these entries as state-of-the-art patterns evolve in the AI and Mobile ecosystems.

ArchitectBASIS National ICT Award Winner

Lead AI Solutions Architect in Bangladesh specializing in Custom Large Language Models, Enterprise Agentic RAG, and High-Scale Mobile Architecture. Explore architectural blueprints & consulting →

Speculative Decoding in Production: Accelerating LLM Inference Without Sacrificing Accuracy

Speculative Decoding in Production: Accelerating LLM Inference Without Sacrificing Accuracy

Architect's Note

Continue Exploring

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Have a specific architectural challenge?

Speculative Decoding in Production: Accelerating LLM Inference Without Sacrificing Accuracy

Speculative Decoding in Production: Accelerating LLM Inference Without Sacrificing Accuracy

Architect's Note

Continue Exploring

Fine-Tuning Llama 3.3 70B with QLoRA & Unsloth: 8x Memory Reduction Strategy

Observability in Production-Grade AI: Implementing Real-Time Monitoring for Non-Deterministic Agents

Retrieval-Augmented Generation (RAG) Evals: Building Synthetic Test Sets with Ragas & TruLens

Have a specific architectural challenge?

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ResumeMe

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MarkCamera – White-Label Watermark App

KeyNest - Zero-Knowledge Encrypted Password & Vault App

Foldify - Windows Folder Customizer

RoomLens Pro – Smart Multi-Participant Virtual Camera & Room Splitter

DoodoMe

ResumeMe

Obsidian Movies

GitBridge

BD Jobs Finder

Modio – Netflix-Style Movie Streaming App

DevGarbage Cleaner – Professional Storage Optimizer

Prometheus Lab (Zero Cost)

Milo AI – Personal Second Brain & Task Orchestrator

Contragraviton – Agentic Project Manager

CamTow – Phone Camera to PC Webcam Utility

SleeperAI D-LLM Android Service

Shelldon Portable Encrypted Browser

PC-to-WWW P2P Tunneling Utility

MarkCamera – White-Label Watermark App

KeyNest - Zero-Knowledge Encrypted Password & Vault App

Foldify - Windows Folder Customizer

RoomLens Pro – Smart Multi-Participant Virtual Camera & Room Splitter

DoodoMe

ResumeMe

Obsidian Movies

GitBridge

BD Jobs Finder

Modio – Netflix-Style Movie Streaming App

DevGarbage Cleaner – Professional Storage Optimizer

Prometheus Lab (Zero Cost)

Milo AI – Personal Second Brain & Task Orchestrator

Contragraviton – Agentic Project Manager

CamTow – Phone Camera to PC Webcam Utility

SleeperAI D-LLM Android Service

Shelldon Portable Encrypted Browser

PC-to-WWW P2P Tunneling Utility

MarkCamera – White-Label Watermark App