Mehrab Robin

Mehrab Robin Engineer | Technologist | Researcher I managed digital broadcasting and social media strategies to ensure secure and authentic content delivery.

Tech Contributor | IT Consultant | Digital Presence Expert | WebTech | Blockchain | Digital Forensic | Cybersecurity | Signal Processing | AI & ML

Since 2014, I have been working as a professional in web development, digital growth, and enhancing online presence. As an Operations and Systems Engineer at Channel i, one of Bangladesh’s leading television networks, I focused on web security, digital

rights management, and content piracy protection. Additionally, my freelance journey allowed me to support over 50 organizations worldwide in optimizing their digital presence and growth. I’m now pursuing a Ph.D. in Cyberspace Engineering at Louisiana Tech University, specializing in digital forensics and blockchain security. My research interests include digital transformation, data science, machine learning, artificial intelligence, and computer vision. Previously, I was awarded a fully-funded scholarship from Delhi Technological University, where I completed my M.Tech in Signal Processing and Digital Design with a focus on Machine Learning. My diverse academic and professional experiences inspire my passion for advancing digital security and technology.

Hybrid Key Exchange in TLS: The Post-Quantum Step You Can Take TodayCombining an elliptic curve exchange with a post-qua...
08/17/2026

Hybrid Key Exchange in TLS: The Post-Quantum Step You Can Take Today

Combining an elliptic curve exchange with a post-quantum one is secure unless both break. It is widely supported already, and often just a setting at your CDN....

How hybrid post-quantum key exchange works in TLS, why it beats waiting, and what to check before rolling it out across your estate.

Not a Ladder: What OpenAI’s Own Numbers Say About Sol, Terra and LunaOpenAI's published tables put Terra and Luna within...
08/13/2026

Not a Ladder: What OpenAI’s Own Numbers Say About Sol, Terra and Luna

OpenAI's published tables put Terra and Luna within a tenth of a point on professional agentic work and 48 points apart on long-context recall. Route by failure mode, not difficulty....

OpenAI's own tables show Terra and Luna nearly tied on agentic work and 48 points apart on long context. Route GPT-5.6 by failure mode, not difficulty.

Prompt Injection Is the New SQL Injection — Without the FixSQL injection was solved by separating code from data. Langua...
08/11/2026

Prompt Injection Is the New SQL Injection — Without the Fix

SQL injection was solved by separating code from data. Language models cannot make that separation, which is why prompt injection defences have to be architectural....

Why prompt injection resists the defences that fixed SQL injection, and which architectural controls actually bound the damage when it succeeds.

কোটার চেয়ে মেধা বড়’, এটিই ছিল জুলাই আন্দোলনের প্রধান স্লোগান। কিন্তু আজ কোথায় সেই স্লোগান? জেলখাটা, রাজপথে মার খাওয়া বা ...
08/08/2026

কোটার চেয়ে মেধা বড়’, এটিই ছিল জুলাই আন্দোলনের প্রধান স্লোগান। কিন্তু আজ কোথায় সেই স্লোগান? জেলখাটা, রাজপথে মার খাওয়া বা কোনো নির্দিষ্ট রাজনৈতিক দলের জন্য ত্যাগ স্বীকার করাই যদি রাষ্ট্রের শীর্ষ পদগুলো পাওয়ার প্রধান মানদণ্ড হয়ে দাঁড়ায়, তবে বলতে হয় আমরা কেবল ক্ষমতার হাতবদলই দেখেছি। পুরোনো প্রাতিষ্ঠানিক কোটাপ্রথা বাতিল হয়ে এখন যেন অলিখিত এক ‘দলীয় ত্যাগের কোটা’ চালু হয়েছে।

কোটার বদলে ‘দলীয় কোটা’: আনুগত্যের বেদিতে এখনো মেধার বলিদান

What “Agentic” Actually Means, and Why Most AI Agents Are WorkflowsThe useful distinction is not how many model calls a ...
08/07/2026

What “Agentic” Actually Means, and Why Most AI Agents Are Workflows

The useful distinction is not how many model calls a system makes, but whether it decides its own control flow. That difference changes testing, failure modes and security....

Most systems called AI agents are workflows with fixed paths. Why the distinction matters for testing, failure modes and where to allow autonomy.

VRAM, Not FLOPS: How to Size a GPU for Local AI WorkMemory capacity decides whether you can run a model at all, bandwidt...
08/03/2026

VRAM, Not FLOPS: How to Size a GPU for Local AI Work

Memory capacity decides whether you can run a model at all, bandwidth decides how it feels, and compute is usually third. A practical sizing guide....

Why VRAM capacity and memory bandwidth matter more than FLOPS when choosing a GPU for local AI work, with a practical sizing guide.

No Quantum Laptop Is Coming: What Developers Should Actually Learn in 2026Quantum processors will live in data centres b...
07/29/2026

No Quantum Laptop Is Coming: What Developers Should Actually Learn in 2026

Quantum processors will live in data centres behind an API, not on your desk. Where the hardware really stands in mid-2026, and which skills transfer....

Quantum computers will stay in the cloud, not on your desk. Where the hardware stands in mid-2026 and the skills that actually transfer.

Sixty Hours: AI Cryptanalysis Came for HAWK, and the Buried Result Matters MoreAn AI model halved HAWK's effective key s...
07/28/2026

Sixty Hours: AI Cryptanalysis Came for HAWK, and the Buried Result Matters More

An AI model halved HAWK's effective key strength in 60 hours. But the finding that runs end to end on a desktop, against a deployed ISO/IEC cipher, is the one worth reading twice....

Claude Mythos halved HAWK's key strength in 60 hours and sped up 7-round AES. A post-quantum researcher on why the buried LEA result matters more.

NVIDIA’s Annual GPU Cadence and What It Means for Research BudgetsBlackwell, Rubin, Feynman — a new architecture every y...
07/28/2026

NVIDIA’s Annual GPU Cadence and What It Means for Research Budgets

Blackwell, Rubin, Feynman — a new architecture every year. Why research labs should buy for memory and facility fit rather than trying to time the roadmap....

NVIDIA ships a new architecture every year. How research labs should plan GPU purchases around memory, power and discounted prior generations.

The Deepfake Desk: How Newsrooms Verify AI Video, Audio and Images Under DeadlineDetection tools lose half their accurac...
07/27/2026

The Deepfake Desk: How Newsrooms Verify AI Video, Audio and Images Under Deadline

Detection tools lose half their accuracy in the wild. A practical deepfake verification workflow for newsrooms, and the EU labelling rules landing on 2 August 2026....

Detection tools lose half their accuracy in the wild. A practical deepfake verification workflow for newsrooms, plus the EU labelling rules live from 2 August 2026.

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