DARJYO

DARJYO Digital innovation in Quantum Computing, Cloud, AI, IoT, Blockchain, Cybersecurity, Data Science, DevOps & 5G

DARJYO's MediaLAB is Pearson Edexcel Ready! with the knowledge and confidence to implement the Pearson Edexcel Curriculu...
03/09/2026

DARJYO's MediaLAB is Pearson Edexcel Ready! with the knowledge and confidence to implement the Pearson Edexcel Curriculum and Qualifications effectively.
Our team understands curriculum structure and subject pathways, can make informed use of Pearson resources and support services, and are equipped to plan engaging learning experiences that promote student progress, achievement, and success across the curriculum.

3 months ago I wanted to see what happens when real quantum hardware becomes part of an agricultural LLM pipeline. The r...
20/08/2026

3 months ago I wanted to see what happens when real quantum hardware becomes part of an agricultural LLM pipeline.

The result was DARJYO-Agri-1B-Quantum, that uses live Quantum measurement outcomes from IBM Quantum's ibm_kingston (156-qubit Heron r2) to directly influence a classical 1B-parameter agricultural language model during inference bringing quantum-generated information into an agricultural AI workflow.

Architecture:
1. A 4-qubit quantum circuit runs on a real QPU.
2. The measurement outcome is mapped deterministically to a prompt modification.
3. This quantum-conditioned prompt is then fed to a frozen LLM (darjyo-agri-1b).
4. The result is a text output that varies with the quantum state.

Technical takeaways:
*Real Hardware: Not a simulator, nor a conceptual idea, these are real superconducting qubits.
*Measurable Effect: All 8 quantum-conditioned trials produced outputs different from baseline inference.
*Statistical Confidence: Fisher's exact test gives a p-value of 0.000078 (Cramér's V = 0.875), confirming the effect is not random.
*Interest: The model received 326 downloads on HF in its first 8 hours.

This is my small step toward hybrid quantum-classical AI. My goal was to see if quantum noise, harnessed correctly, can become a useful signal.

10/07/2026

When I built CropSeek-LLM, the goal was never to push out a model for the sake of saying DARJYO has an agricultural LLM at the G20. That would have been easy.

Seeing CropSeek-LLM now being used across IITs and universities in to build AgriTech applications is not a small moment for me.

This model was built right here on home soil with a very specific view of agricultural intelligence. It had to work closer to the ground, closer to the farmer, closer to the messy realities of climate, crops, pests, soils, and uneven access to resources. It had to be practical, adaptable & it had to be able to travel across borders.

Watching it move into India's academic and innovation ecosystems, and be used by IIT students, researchers, and engineers working on agriculture, is exactly the kind of outcome I hoped for when I started building it.
A Real-world AgriTech Framework that people can actually build with.

08/07/2026

As a Microsoft Global Training Partner, DARJYO's MediaLAB trainers in Microsoft Education, prepare ALL learners to embrace the digital future, our program is to drive transformation, powered by Microsoft technologies.

02/06/2026

LIMITED DROP | DARJYO x Under Armour

The All Sport Backpack combines Under Armour's performance-driven design with DARJYO's belief that the right tools should work as hard as the people carrying them.
Featuring a UA Storm water-resistant shell, breathable airflow channels, intelligent storage compartments, and a stow-away mesh carrier for equipment. Every feature serves a purpose.
It is a functional system for people who operate across code, campus, studio, and field.

& just like that, our 2026 Summer Experience Program comes to a close.We’ve watched ideas move from whiteboards to worki...
30/04/2026

& just like that, our 2026 Summer Experience Program comes to a close.

We’ve watched ideas move from whiteboards to working prototypes, from data curiosity to soil capability. Code met crops and somewhere in between, confidence took root.

To our interns: you showed up, you built, you questioned, and you delivered. That matters because this is the part where you take what you’ve experienced and apply it where it counts, in the field, in the lab, in the systems that will feed the next generation. Until the next.

27/04/2026

As a women-led South African tech company, DARJYO represents the next evolution of freedom, where access to technology, skills, and opportunity defines the future.



21/04/2026

Limited Edition:
Eco sporty zip ultralight hoodie

20/04/2026

paying homage to the legendary South Coast mutton

If you remember those trips down to beach in the 80s, you’ll probably recall the Aquarian Superette & Take Away on the main road next to the BP garage,
the stop before you fuelled up and headed to the beach.

Same flavour. Same taste. Same essence.

14/04/2026

Agri-AI turning our farm data into decisions:

Crop Recommendation → match crops to soil N-P-K, climate, and location
Plant Disease Detection → analyze leaves to detect disease early
Yield Prediction → forecast harvest output before the season ends
Soil Intelligence → translate soil nutrients into fertilizer & crop guidance

Powered by DARJYO

And because we run our own AI supercomputers, we can prototype, fine-tune, and deploy models quickly & directly for real agricultural use.


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EMEA Region
Pietermaritzburg
27ZA

Opening Hours

Monday 09:00 - 15:00
Tuesday 09:00 - 15:00
Wednesday 09:00 - 15:00
Thursday 09:00 - 15:00
Friday 09:00 - 14:00

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+27725179650

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