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SQHWYD CTO Anya Volkov Outlines Reinforcement Learning-Based Architecture for Cross-Chain Liquidity

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Unity Layer(TM) Incorporates Microservices and Multi-Party Computation to Address Security and Latency Challenges in DeFi Infrastructure

Anya Volkov, Chief Technology Officer of SQHWYD GLOBAL Ltd., today presented the technical framework behind the company’s core architecture, the Unity Layer(TM). The presentation focused on the application of distributed systems and machine learning to manage cross-chain liquidity and addressed current technical challenges within digital asset infrastructure.

During the technical briefing, Volkov noted that the security and stability of cross-chain bridging protocols remain key focus areas for the industry. She stated that system architecture choices significantly impact asset security and transaction reliability. SQHWYD’s technical approach focuses on optimizing resource scheduling through fundamental architecture design rather than relying solely on application-level interface aggregation.

According to the released technical documentation, the Unity Layer(TM) deploys deep reinforcement learning models designed to dynamically analyze and optimize routing paths across Centralized Finance (CeFi) and Decentralized Finance (DeFi) protocols . The system aims to aggregate fragmented liquidity sources to improve the efficiency of order execution.

Regarding system performance and data consistency, Volkov described the platform’s adoption of a microservices architecture and in-memory processing technologies. The architecture utilizes asynchronous message queues, such as Apache Kafka, to manage high-concurrency transaction requests, with the objective of maintaining data durability and consistency under high-load environments .

On the topic of security, Volkov emphasized the integration of cryptographic frameworks into the transaction lifecycle. SQHWYD utilizes Multi-Party Computation (MPC) wallet technology. This approach distributes key shards across different nodes for collaborative signing, replacing traditional single-private-key management models to reduce the risk of single points of failure .

About SQHWYD 

SQHWYD GLOBAL Ltd. is a US-registered fintech company focused on developing next-generation digital asset infrastructure. Led by scientists and financial experts, the company’s core technology, the Unity Layer(TM), is dedicated to connecting Centralized Finance (CeFi) and Decentralized Finance (DeFi) systems. SQHWYD provides technical solutions including institutional-grade security custody, trade execution, and cross-chain interaction.

Media Contact

Organization: SQHWYD

Contact Person: Marco Ricci

Website: https://www.sqhwyd.net/

Email: Send Email

Address:10200 FOREST GREEN BOULEVARD SUITE 112, LOUISVILLE, KENTUCKY, 40223 USA

Country:United States

Release id:38791

Disclaimer: This press release is provided for informational purposes only and does not constitute investment, financial, legal, or tax advice, and does not form part of any offer or solicitation to buy or sell any financial instruments or digital assets. SQHWYD GLOBAL Ltd. makes no representations or warranties, express or implied, regarding the accuracy, completeness, or future performance of any information contained herein. Digital assets and related technologies may be subject to market, technical, and regulatory risks, and any decisions made in connection with them are the sole responsibility of the relevant parties.

The post SQHWYD CTO Anya Volkov Outlines Reinforcement Learning-Based Architecture for Cross-Chain Liquidity appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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LW Business Innovations Launches the GovCon Starter Kit

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Step-by-step guide helps women-owned, minority-owned, and immigrant-led small businesses get set up and positioned to win government contracts

United States, 21st Apr 2026 —LW Business Innovations LLC, a DMV-based business consulting and services firm, today announced the launch of the GovCon Starter Kit, a two-part resource for small business owners who want to break into government contracting. The Kit helps women-owned businesses, minority-owned businesses, and immigrant-led small businesses get set up and positioned to win government contracts.

“Government contracts can be a reliable way to build a small business,” explained Lucy Were, founder and CEO of LW Business Innovations. “Getting the U.S. government as a client is not difficult if you know how. However, if you are not familiar with the way government procurement works, the process can be a bewildering maze of paperwork, acronyms, and legalese. This is the problem we are solving with our GovCon Starter Kit. DMV entrepreneurs and immigrant entrepreneurs will find the Kit of particular value.”

The Kit, which includes a free guide titled “So You Want Government Contracts?” and a $97, 24-page paid guide, “GovCon Starter Guide,” is designed for service-based small business owners. For instance, people who own cleaning, catering, consulting, transportation, and photography firms can learn from the Kit how to add the U.S. government as a client. It covers LLC setup, SAM.gov registration, NAICS codes, capability statements, certifications (WOSB, MBE, 8a, HUBZone), subcontracting, and tools.

Lucy is a Kenyan-born entrepreneur who was raised in Germany and immigrated to the U.S. at 23. She has lived in the DC/Maryland/Virginia area for nearly 20 years. Having run multiple businesses in the DC area, Lucy noticed government contracting everywhere around her. A close friend who had been a government contractor for 30 years maintained steady income through recessions, COVID, and shutdowns.

When Lucy realized that government contracting meant doing business with the government—not working for it—she dove into research, got registered on SAM.gov, and began pursuing her WOSB certification. She is actively bidding on contracts. She built the GovCon Starter Kit because the resource she needed didn’t exist, i.e., a plain-language guide, structured, and written for outsiders to the system.

Lucy moved to the U.S. because she truly believed America gave entrepreneurs the best opportunities. “There really is an American dream for immigrants, and I’m living it,” Lucy added. “I want others to have the same success that I’ve been enjoying. That’s been one of the motivations behind creating the Kit.”

To learn more, visit lwinnovate.com

To order the Kit, visit https://www.lwinnovate.com/pages/govcon-starter-kit

Media Contact

Organization: LW Business Innovations LLC

Contact Person: Lucy Were

Website: https://lwinnovate.com

Email: Send Email

Country:United States

Release id:44187

The post LW Business Innovations Launches the GovCon Starter Kit appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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Press Release

LW Business Innovations Launches the GovCon Starter Kit

Published

on

Step-by-step guide helps women-owned, minority-owned, and immigrant-led small businesses get set up and positioned to win government contracts

United States, 21st Apr 2026 —LW Business Innovations LLC, a DMV-based business consulting and services firm, today announced the launch of the GovCon Starter Kit, a two-part resource for small business owners who want to break into government contracting. The Kit helps women-owned businesses, minority-owned businesses, and immigrant-led small businesses get set up and positioned to win government contracts.

“Government contracts can be a reliable way to build a small business,” explained Lucy Were, founder and CEO of LW Business Innovations. “Getting the U.S. government as a client is not difficult if you know how. However, if you are not familiar with the way government procurement works, the process can be a bewildering maze of paperwork, acronyms, and legalese. This is the problem we are solving with our GovCon Starter Kit. DMV entrepreneurs and immigrant entrepreneurs will find the Kit of particular value.”

The Kit, which includes a free guide titled “So You Want Government Contracts?” and a $97, 24-page paid guide, “GovCon Starter Guide,” is designed for service-based small business owners. For instance, people who own cleaning, catering, consulting, transportation, and photography firms can learn from the Kit how to add the U.S. government as a client. It covers LLC setup, SAM.gov registration, NAICS codes, capability statements, certifications (WOSB, MBE, 8a, HUBZone), subcontracting, and tools.

Lucy is a Kenyan-born entrepreneur who was raised in Germany and immigrated to the U.S. at 23. She has lived in the DC/Maryland/Virginia area for nearly 20 years. Having run multiple businesses in the DC area, Lucy noticed government contracting everywhere around her. A close friend who had been a government contractor for 30 years maintained steady income through recessions, COVID, and shutdowns.

When Lucy realized that government contracting meant doing business with the government—not working for it—she dove into research, got registered on SAM.gov, and began pursuing her WOSB certification. She is actively bidding on contracts. She built the GovCon Starter Kit because the resource she needed didn’t exist, i.e., a plain-language guide, structured, and written for outsiders to the system.

Lucy moved to the U.S. because she truly believed America gave entrepreneurs the best opportunities. “There really is an American dream for immigrants, and I’m living it,” Lucy added. “I want others to have the same success that I’ve been enjoying. That’s been one of the motivations behind creating the Kit.”

To learn more, visit lwinnovate.com

To order the Kit, visit https://www.lwinnovate.com/pages/govcon-starter-kit

Media Contact

Organization: LW Business Innovations LLC

Contact Person: Lucy Were

Website: https://lwinnovate.com

Email: Send Email

Country:United States

Release id:44187

The post LW Business Innovations Launches the GovCon Starter Kit appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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Press Release

From Screens to Real-Time Influence: How Riddhi Sheth Is Shaping India’s Live Streaming Economy

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Mumbai: As India rapidly transitions into a real-time digital society, where content is no longer just consumed but experienced instantly, a new class of entrepreneurs is quietly redefining the rules of engagement. Among them is Riddhi Sheth, the force behind Arya Enterprises, who is building a business at the intersection of technology, human behavior, and live digital interaction.

In today’s attention economy, static content is slowly giving way to live, interactive formats. From shopping and gaming to education and entertainment, audiences are increasingly drawn toward experiences that feel immediate and authentic. Recognizing this shift early, Riddhi Sheth positioned Arya Enterprises within one of the fastest-growing segments of the digital world — live streaming and creator-led engagement.

Her approach reflects a deeper understanding of a key trend: people no longer just watch content, they want to be part of it.

The Rise of Real-Time Digital Culture

The post-pandemic digital boom has accelerated how audiences interact online. Live streaming is no longer limited to influencers or entertainment; it has become a powerful business tool.

Riddhi Sheth saw this transformation not as a trend, but as a long-term shift.

Through Arya Enterprises, she has focused on building models that enable creators to engage audiences in real time, turning passive viewers into active participants. Whether it is through interactive sessions, live commerce, or community-driven content, her work aligns with the growing demand for immediacy.

“Live streaming is not just content — it’s connection,” she explains. “It creates trust in a way that traditional formats cannot.”

Building Within the Creator Economy

India’s creator economy is expanding rapidly, with millions of individuals turning content into careers. However, sustaining growth in this space requires more than visibility — it requires structure, strategy, and scalability.

Arya Enterprises has positioned itself as a support system within this ecosystem.

By enabling creators to build stronger audience relationships and monetize their presence effectively, the company contributes to a larger movement where digital content is not just creative expression, but a viable business model.

Riddhi’s vision goes beyond content — it focuses on building digital ecosystems where creators and audiences grow together.

A Leadership Style Rooted in Adaptability

What distinguishes Riddhi Sheth in a competitive landscape is her ability to adapt quickly while maintaining a clear long-term vision.

The digital world evolves constantly. Platforms change, algorithms shift, and audience preferences transform overnight. Navigating such an environment requires both flexibility and foresight.

From launching Arya Enterprises to scaling it in a dynamic market, her journey reflects a balance between innovation and execution.

She represents a new kind of entrepreneur — one who builds with change, not against it.

Redefining Modern Entrepreneurship

Riddhi Sheth is part of a broader wave of leaders who are reshaping how entrepreneurship is perceived in India.

Success today is no longer defined only by scale or revenue. It is also defined by impact, adaptability, and the ability to stay relevant in a fast-moving environment.

Her work highlights an important shift — from building businesses that sell, to building platforms that connect.

In the age of digital communities, connection has become the most valuable currency.

The Road Ahead

As technologies like AI, live commerce, and interactive media continue to evolve, the future of digital engagement will likely become even more immersive and personalized.

Arya Enterprises, under Riddhi Sheth’s leadership, is positioned within this transformation.

With a strong understanding of both technology and human behavior, the company is set to play a growing role in shaping how digital experiences are created and consumed in India.

A Name Defining the Next Phase of Digital Growth

Riddhi Sheth’s journey reflects more than individual success. It reflects the direction in which the digital economy is moving.

From recognizing emerging trends to building meaningful engagement models, her work stands as a reminder that innovation often begins with observation — and grows through execution.

In a world driven by speed and attention, she is building something more lasting: relevance.

Follow her on Instagram @angell_eyess_

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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