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APMIC Unveils Next-Gen Model Fine-Tuning & Distillation Solution, Powered by NVIDIA Blackwell, at COMPUTEX 2025

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First Software Provider in Taiwan to Integrate NVIDIA B200 GPU, Enhancing Computing Performance and Inference Accuracy to Overcome Enterprise AI Bottlenecks

TAIPEI, May 14, 2025 /PRNewswire/ — APMIC, a global pioneer in delivering enterprise-grade AI solutions, announced its second appearance at COMPUTEX Taipei’s InnoVEX exhibit for innovation and startups. APMIC also became the first AI solutions provider in Taiwan to fully adopt NVIDIA’s latest Blackwell architecture B200 GPU. The company has recently launched its new “S1 Model Fine-Tuning and Distillation” solution, a comprehensive offering spanning model training, knowledge distillation, and testing scalability. This new solution is designed to help enterprises build customized and domain-specific models, accelerating practical AI implementation across industries.

Custom AI Models as a Strategic Imperative: Introducing the S1 Solution at COMPUTEX 2025
According to Bedrock Security’s 2025 Enterprise Data Security Confidence Index published in March, 70% of cybersecurity professionals in the U.S. cited AI and machine learning data governance as their top security concern this year. This underscores the rising demand for secure, private AI deployment and data governance. APMIC has introduced the S1 Model Fine-Tuning and Distillation Solution, built on NVIDIA NeMo™ and NIM™, offering a full AI lifecycle from training to testing, with containerized deployment options for on-premises or private clouds. Supporting both tool-based rentals and ODM customization, the solution enables enterprises to quickly build their own “AI enterprise brain.”

The solution leverages a Teacher-Student framework, optimizing open-source models with internal data and distilling them into lightweight versions, retaining performance while reducing resource usage. With full support for private infrastructure, it empowers enterprises to develop secure, efficient, and tailored AI environments.

“When adopting AI, enterprises often struggle with limited computing power, lack of specialized teams, and difficulty transforming internal knowledge into valuable model assets.” Said APMIC Founder and CEO Jerry Wu. “The S1 Model Fine-Tuning and Distillation Solution was developed to help companies fully own their AI capabilities, eliminating reliance on generic external models. We believe AI should not be the exclusive domain of cloud giants. Our goal is to make enterprise-grade AI accessible to all organizations, enhancing knowledge efficiency while safeguarding data security and deployment flexibility.”

Accelerating Enterprise AI with Advanced Hardware: First in Taiwan to Deploy NVIDIA B200 GPU
APMIC is also the first software provider in Taiwan to fully adopt the NVIDIA B200 GPU based on the next-generation Blackwell architecture, stepping confidently into a new era of AI computing. Compared to its predecessor, the B200 delivers significantly improved performance in LLM training and inference, enhanced FP4 computational efficiency, and higher memory bandwidth—addressing key compute limitations faced by enterprises in large model fine-tuning and compression.

With APMIC’s S1 solution, enterprises can fully leverage the B200’s computing capabilities within existing hardware infrastructures, dramatically accelerating model development, deployment, and inference while reducing total cost of ownership (TCO). This upgrade lays a strong foundation for autonomous AI architectures and paves the way for internalizing AI assets, turning AI from a concept into a daily operational reality.

During COMPUTEX 2025, APMIC will present its latest S1 Model Fine-Tuning and Distillation Solution at the NVIDIA Inception booth (S0724) and Garage+ booth (S0324) in the InnoVEX area. On May 22 at 11:00 AM, Founder and CEO Jerry Wu will speak at NVIDIA GTC Taipei on optimizing LLMs through multi-phase training and distillation. On May 19, Director of AI Ecosystem Strategy Yvonne Tsai will join the HPE & NVIDIA Private Cloud Conference to discuss enterprise adoption of specialized model fine-tuning.

APMIC Booth Info: InnoVEX 2025 – S0724
For more information, please refer to the official GTC Taipei agenda.

About APMIC
APMIC (Accelerate Private Machine Intelligence Company) is a leading provider of enterprise-grade AI solutions, founded in Taiwan in 2017. Specializing in natural language understanding (NLU) technology, APMIC offers localized large language models and solutions, including PrivAI, an enterprise private AI solution; CaiGunn, a one-stop AI chatbot development platform; and the S1 Model Fine-Tuning and Distillation solution, developed specifically for enterprises as a model customization service. These solutions enable businesses to develop AI capabilities without programming by simply uploading documents. With applications in over 1,100 enterprises across industries such as healthcare, manufacturing, finance, and retail, as well as government departments, APMIC is dedicated to equipping every company with AI solutions, empowering everyone to seamlessly be part of the AI revolution.

For more information, visit APMIC’s official website: https://www.apmic.ai/

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Dental 3D Printing Market worth $10.08 billion by 2031 – Exclusive Report by MarketsandMarkets™

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DELRAY BEACH, Fla., Nov. 2, 2026 /PRNewswire/ — According to MarketsandMarkets™, the Dental 3D Printing Market is projected to reach USD 10.08 billion by 2031 from USD 4.35 billion in 2026, at a CAGR of 18.3% during the forecast period.

Browse 250 market data Tables and 60 Figures spread through 300 Pages and in-depth TOC on ‘Dental 3D Printing Market- Global Forecast to 2031’

Dental 3D Printing Market Size & Forecast:

Market Size Available for Years: 2026–20312026 Market Size: USD 4.35 billion2031 Projected Market Size: USD 10.08 billionCAGR (2026–2031): 18.3%

Dental 3D Printing Market Trends & Insights:

North America held the largest share in 2025.By product & service, the materials segment is expected to register the highest CAGR of 21.3% during the forecast period.By technology, the VAT photopolymerization segment accounted for the largest share of 61.5% in 2025.

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The dental 3D printing market is driven by several factors. One key driver is rising oral health awareness, combined with a growing global population, which increases demand for dental services. This creates a favorable environment for innovative solutions like 3D printing. Additionally, advances in 3D printing hardware, software, and materials improve accuracy, speed, and affordability, making the technology more accessible and appealing for dental applications. However, certain challenges could hinder market growth. These include regulatory hurdles, high upfront costs, operational expenses, and a shortage of skilled workers.

By technology, the VAT photopolymerization segment accounted for the largest share of the dental 3D printing market during the forecast period.

The dental 3D printing market is segmented by technology into VAT photopolymerization, fused deposition modeling, selective laser sintering, PolyJet printing, and other technologies. VAT photopolymerization holds the largest share of the dental 3D printing market due to its precision, versatility with various materials, and broad applicability to dental procedures. Technologies such as stereolithography (SLA) and digital light processing (DLP) produce high-resolution prints with a smooth finish, making them particularly suitable for crowns, bridges, surgical guides, occlusal splints, and aligners. Their compatibility with biocompatible resins allows for both temporary and permanent restorations. Dental labs rely on this technology because it can produce many custom pieces at once, saving time and resources. It is also gaining popularity among small clinics and dental support organizations (DSOs), as many new systems are affordable, compact, and user-friendly. Additionally, 3D printing generates less waste than conventional milling or handwork and continues to evolve with advances in resin chemistry and printer technology.

By end user, the dental laboratories segment accounted for the largest share of the dental 3D printing market during the forecast period.

The dental 3D printing market can be divided by end user into three main categories: dental laboratories, dental hospitals & clinics, and dental academic & research institutions. Dental laboratories represent the largest segment of the dental 3D printing industry, driven by the increasing demand for advanced technologies in dental practices, cosmetic treatments, and high-quality products. These labs manufacture a variety of dental products—such as prosthetics, crowns, dentures, veneers, and night guards—using 3D printing because it offers greater accuracy, speed, and affordability. Larger laboratory chains are adopting this technology because of their purchasing power, and outsourcing fabrication to these labs is increasingly common, further increasing demand. Digitizing processes through 3D printing leads to significant time and cost savings, as well as greater precision in producing dental items.

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North America dominates the dental 3D printing market.

The global dental 3D printing market is divided into six main regions: North America, Europe, Asia Pacific, Latin America, the Middle East & Africa, and the GCC countries.

North America leads the dental 3D printing market because of its well-developed healthcare system, rapid adoption of advanced dental technologies, and strong demand for cosmetic and restorative treatments. The region’s dominance in innovation and market share can be attributed to the fact that many companies in the dental 3D printing sector are based there. Additionally, high disposable incomes and a high standard of living in countries like the US and Canada further drive the demand for quality dental treatments. The ongoing digitalization of dental procedures also helps maintain North America’s position as a market leader.

Key Players

Leading players in the Dental 3D Printing companies include Stratasys (US and Israel), 3D Systems, Inc. (US), and Align Technology, Inc. (US).

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Investment Funding Context

Investment activity in the dental 3D printing ecosystem remains strong and is primarily concentrated on practice acquisitions, geographic expansion, technology adoption, and platform consolidation. Disclosed transactions in the dental 3D printing market indicate a focus on proprietary printing technologies, advanced dental materials, geographic expansion, and integrating digital manufacturing capabilities. Venture funding has supported the expansion of specialized providers.

In October 2022, SprintRay secured more than USD 100 million in Series D funding led by SoftBank Vision Fund 2, with the proceeds intended to support expansion across Europe and the United States. Strategic acquisitions have also enabled companies to strengthen their technology portfolios. In January 2024, Align Technology completed its acquisition of Cubicure, reporting total purchase consideration of approximately USD 85.8 million, including the fair value of its pre-existing ownership interest. The acquisition was intended to expand Align’s capabilities in direct 3D printing, materials development, and manufacturing of customized orthodontic appliances. In September 2025, SprintRay acquired the EnvisionTEC/ETEC dental product portfolio, including patents, trademarks, inventory, and intellectual property relating to dental materials and printing technologies, strengthening its capabilities across laboratory and chairside applications. The announcement did not disclose the transaction value. In October 2025, LuxCreo also announced a strategic investment from Angelalign Technology to support joint development of next-generation 3D printing materials for clear aligners. The investment, whose value was not disclosed in the announcement, was directed toward material research and development, platform improvements, and expansion of the digital dentistry ecosystem, demonstrating strategic interest in direct printing technologies for orthodontic applications.

Revenue Shift Context

Revenue opportunities in the dental 3D printing market are broadening across equipment sales, recurring material purchases, and digital design and production services. Manufacturer disclosures indicate that printer installations can generate subsequent demand for consumables and support services as production volumes increase. Dental applications are also expanding beyond models used in conventional fabrication workflows toward directly printed restorations and appliances. For example, Stratasys launched its TrueDent-D resin in Europe in January 2025, extending its monolithic digital denture offering to additional markets and creating opportunities for printer deployment and repeat resin sales. The commercial contribution of newer applications is evident in 3D Systems’ fourth-quarter 2025 results, which reported strong double-digit sequential growth in its dental business, supported by a recovery in the aligner market and the launch of its denture manufacturing technology.

Digital services provide additional revenue channels alongside hardware and materials. SprintRay offers paid Cloud Design services and design subscriptions, while its Design Suite combines automated design, professional design assistance, and outsourced print-and-ship services. These offerings enable suppliers to participate in multiple stages of the dental production workflow and generate revenue through ongoing customer activity. These developments suggest that competitive differentiation increasingly depends on application breadth, material compatibility, workflow integration, and printer utilization, with revenue opportunities extending throughout the operating life of installed systems.

Mergers & Acquisitions

M&A activity in the dental 3D printing market is focused on strengthening printing capabilities, expanding material portfolios, and integrating digital production workflows. Selected transactions show acquisitions of complementary technologies to support dental laboratories and chairside applications. In September 2025, SprintRay acquired the EnvisionTEC/ETEC dental product portfolio, adding printing technologies, dental materials, and associated intellectual property to its offering. During the same month, Pac-Dent acquired Ackuretta Technologies, combining its Rodin dental printing resins with Ackuretta’s printers, post-processing equipment, and ALPHA AI CAM software. The transaction supports Pac-Dent’s development of an interoperable digital dentistry platform and expansion of customer support capabilities. Align Technology’s January 2024 acquisition of Cubicure strengthened its capabilities in polymer materials, direct 3D printing, and manufacturing customized orthodontic appliances. These transactions indicate consolidation is aimed at combining hardware, materials, and software expertise, broadening application coverage, and supporting scalable production of patient-specific dental products.

DENTAL 3D PRINTING MARKET: MERGERS & ACQUISITIONS, JANUARY 2023–SEPTEMBER 2026

Month & Year

Deal Type

Company 1

Company 2

Description

September 2025

Acquisition

SprintRay (US)

EnvisionTEC/ETEC dental product portfolio (US)

SprintRay acquired the EnvisionTEC/ETEC dental product portfolio, formerly part of Desktop Health, including patents, trademarks, inventory, and intellectual property relating to dental materials and 3D printing technologies. The acquisition strengthened its offerings across dental laboratory and chairside applications and included plans to continue resin supply and customer support.

September 2025

Acquisition

Pac-Dent (US

Ackuretta Technologies (Taiwan)

Pac-Dent acquired Ackuretta Technologies, combining its Rodin dental 3D printing resins and restorative materials with Ackuretta’s printing hardware, post-processing systems, and ALPHA AI CAM software. The acquisition supports integrated, open-system workflows for dental laboratories and clinics, alongside expanded training, service, and technical support.

January 2024

Acquisition

Align Technology (US)

Cubicure (Austria)

Align Technology completed its acquisition of Cubicure on January 2, 2024. Cubicure’s polymer printing technologies, materials expertise, and manufacturing capabilities were acquired to strengthen the Align Digital Platform and support the development and scaling of directly printed orthodontic devices.

Company Revenue Share Details

The dental 3D printing market is highly fragmented, with established manufacturers and specialized technology providers competing across dental 3D printers, photopolymer resins, printing software, post-processing systems, and integrated digital dentistry workflows. Key participants include Stratasys, 3D Systems, SprintRay, Formlabs, DWS S.r.l., Prodways Group, and Carbon.

Browse Adjacent Market: Medical Devices Market Research Reports &Consulting

See More Latest Medical Devices Reports:

3D Bioprinting Market by Component (3D bioprinters (Microextrusion, Inkjet, Laser), Bioinks, Software, Consumable), Material (Hydrogels, ECM), Application (Research (Regenerative Medicine, 3D cell Culture), Clinical (Skin, Bone)) – Global Forecast to 2029

Dental Implants and Prosthetics Market by Product [Dental Implants (Titanium, Zirconium), Dental Prosthetics (Bridges, Crowns, Dentures, Veneers, and Inlays & Onlays)], by End User (Dental Hospitals & Clinics, Dental Labs) – Global Forecast to 2031

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Tree Hut Unwraps Seven Festive Scents In Its New Limited-Edition Holiday Collection

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From Candy Cane to Frosted Plum, America’s No. 1 Body Scrub Brand Brings the Aromas of the Holidays to Self-Care

America’s No. 1 Body Scrub brand, Tree Hut, is introducing its limited-edition holiday collection in seven new seasonal scents that evoke the coziness of winter. The assortment ranges from sweet fragrances like Candy Cane and Cranberry Fluff to warm notes of Honeycrisp Spice, along with the return of vault favorite Marshmallow Lodge.The collection features a range of fan-favorite product forms, like the Shea Sugar Scrub, Foaming Gel Wash and more, bringing each fragrance to life through rich, sensorial textures and skin-loving formulas.Rounding out the line, seven gift sets make shopping this holiday season easy, with options for stocking stuffers or gifting. The collection is available nationally now at retailers like Target, Walmart, and Ulta Beauty, and online on Amazon.

COPPELL, Texas, Nov. 2, 2026 /PRNewswire/ — Cozy is calling! It’s officially sweater weather, and Tree Hut is making wintertime a little toastier. America’s No. 1 Body Scrub brand, Tree Hut, launches its holiday collection, filled with festive cheer and cabin-inspired charm to add to any routine. Featuring warm, nostalgic scents that range from sweet and creamy to bright and spiced, the collection makes every shower feel like a sensory escape. Consumers can fall in love with these limited-edition holiday favorites now at retailers like Target, Walmart, and Ulta Beauty, as well as online on Amazon.

As the season settles in, Tree Hut is serving up body care made for gifting, getting ready and warming up from the cold, wrapped in packaging inspired by Nordic folk art and the homey feeling of the holidays. From Shea Sugar Scrubs that exfoliate the skin to moisturizing Whipped Body Butters and gift-worthy sets, this assortment features rich aromas that embrace the season. Candy Cane, Angel Cake, Cranberry Fluff, Honeycrisp Spice, Frosted Plum, Lavender Ice and the return of vault scent, Marshmallow Lodge, transport consumers to a winter wonderland with every use. Crafted with Tree Hut’s skin-loving formulas featuring Shea Butter, real Sugar and nourishing oils, each offering brings a touch of indulgence to holiday self-care.

“Holiday body care should be just as fun to use as it is to give,” said Lindsey Scales, Vice President of Marketing at Tree Hut. “We wanted to create an assortment with scent notes that capture the essence of the holidays. The collection feels giftable, collectible and joyful, with irresistible textures and craveable fragrances that make consumers want to reach for it every day. It is a fresh take on the category that adds seasonal excitement to the shower.”

Tree Hut is bringing the spirit of the holidays to brand fans and winter lovers in a variety of new scents, including:

Candy Cane:Indulge in the sweet aroma of minty iced peppermint, cotton candy & vanilla beanAvailable in: Foaming Gel Wash (Tumbler), Foaming Gel Wash (Pump), Shea Sugar Scrub, Daily Moisturizing Scrub, Moisturizing Shave Oil, Whipped Body Butter, Hydraglow Body Lotion, Lip Butter and Mini Shea Sugar ScrubAngel Cake (Exclusively at Target):Soft notes of vanilla, cashmere and tonka bean make a sweet, whipped treat for an everything showerAvailable in: Foaming Gel Wash, Shea Sugar Scrub, Whipped Body Butter, Lip Butter and select minis; Foaming Gel Wash, Shea Sugar Scrub and Whipped Body ButterCranberry Fluff:A berry-sweet treat, made with cranberry, marshmallow and toasted sugarAvailable in: Foaming Gel Wash, Shea Sugar Scrub and Mini Shea Sugar ScrubHoneycrisp Spice (Exclusively at Walmart):A spiced, festive treat for your routine, made with apple, clove and cardamomAvailable in: Foaming Gel Wash and Shea Sugar ScrubFrosted Plum (Exclusively at Ulta):A rich mix of bright plum, juicy clementine and soft velvet muskAvailable in: Foaming Gel Wash and Shea Sugar ScrubLavender Ice (Exclusively at Target):A calm, magical winter reset, made with lavender, vanilla and coconut milkAvailable in Shea Sugar ScrubMarshmallow Lodge (Exclusively at Ulta):Bringing back a beloved vault scent with a comforting blend of bright bergamot, soft rice milk and sweet vanillaAvailable in Shea Sugar Scrub

To take the guesswork out of shopping, the brand’s offerings include sets that are ideal for treating family or friends. The assortment features: Candy Cane Lane Gift Set, Mini Fan Favorites Gift Set, Angel Cake Gift Set (Target Exclusive), Holly Jolly Bear Bath Regimen Trio (Target Exclusive), 6 Days of Holidays Gift Set (Target Exclusive), Very Vanilla Gift Set (Ulta Exclusive) and Frosted Fairytale Gift Set (Ulta Exclusive). From playful treats to sweet holiday favorites, there is something to make every holiday wish list a little merrier.

For more information on Tree Hut, please visit treehutshea.com and follow the brand on Instagram and TikTok.

About Tree Hut
Tree Hut believes that everyone deserves to take time in their day to feel good. The family-owned brand still manufactures out of Coppell, TX, and has spent over twenty years making high-quality skin and body care at an affordable price. The now global Tree Hut brand has grown to include body and shave collections, known for delicious scents, bright packaging, and premium ingredients. With an uplifting, inclusive approach to self-care, Tree Hut has built its brand largely via word of mouth, with customers and beauty influencers alike passionately sharing their favorite products and avidly anticipating seasonal launches.

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Ruder Finn Promotes Tejas Totade to Global Chief Technology Officer and Chief Data & AI Officer

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NEW YORK, Nov. 2, 2026 /PRNewswire/ — Ruder Finn, one of the world’s leading independent communications and integrated marketing agencies, today announced the promotion of Tejas Totade to Global Chief Technology Officer and Chief Data & AI Officer, establishing a global leadership role that brings the agency’s technology, data and artificial intelligence capabilities under a shared strategic vision. Tejas has built a strong digital, analytics and engineering team with several dozen specialists in hubs across India, the Philippines, and New York.

The move reflects the growing connection of these disciplines across both Ruder Finn’s business and client work. In his expanded role, Totade will widen access to tools and training in every region and build the architecture that supports the agency’s AI capabilities end to end. The global mandate formalizes work he has led across markets over the past year, including AI strategy and adoption programs in India and the U.K.

“The greatest opportunity comes when we work together choosing the right technology, grounding it in data, and applying AI to solve a real business problem,” said Totade. “This role gives us an opportunity to create that shared vision globally and help our teams and clients translate the enormous potential of AI into measurable value.”

“Ruder Finn has always believed that technology should expand what communicators are able to accomplish, and Tejas has been central to building that capability within our agency,” said Kathy Bloomgarden, CEO of Ruder Finn. “As technology, data and AI become increasingly interconnected, we’re committed to bringing the most cutting edge AI capabilities to clients, under the leadership of Tejas.”

Ruder Finn has also appointed Nick Driver as Managing Director, Research and Analytics, reporting to Totade. With 20 years of experience applying insight and analytics to complex challenges, Driver will lead research and analytics in the U.S, working across practices and client teams to advance audience intelligence, AI-driven insights, and measurement. He will also help strengthen the connection between strategy and technology, with a focus on developing more rigorous, practice-specific approaches and demonstrating the business impact of communications.

“What drew me to Ruder Finn is the clarity of the agency’s tech-forward vision and the genuine commitment to making it real,” said Driver. “The technology, the talent and the ambition are already here. I’m excited to help make research and analytics an even more central part of how we understand audiences, guide strategy and demonstrate impact for clients.”

Together, these appointments further build out the leadership and expertise supporting Ruder Finn’s integrated approach to technology, data and AI.

Totade has spent more than 16 years at Ruder Finn building the agency’s technology, data and AI capabilities. He joined the company as a senior developer and went on to establish rf.TechLab, Ruder Finn’s emerging technology incubator, in 2018. Today, he leads an international team spanning engineering, analytics and digital development, co-leads the agency’s AI-powered creative studio rf.Studio53, and oversees research and insights capabilities that combine proprietary methodologies with enterprise analytics tools. He has received significant industry recognition, including PRWeek’s “40 Under 40”, PRovoke Media’s Data Professional of the Year award and being named one of the PRNews People of the Year in the Agency Innovators.

About Ruder Finn 

Ruder Finn is one of the world’s largest independent global communications and integrated marketing agencies, leading the industry in AI strategy and implementation. Founded in 1948, Ruder Finn has defined and redefined PR for over 75 years, shaping communications that move industry-defining brands, companies, and leaders from what’s now to what’s next. Ruder Finn provides clients with bold strategies based on a global perspective and localized market knowledge that redefine leadership, reimagine the marketplace, and rethink customer experiences. The agency is organized around five core areas of expertise—Healthcare, Technology, Consumer Brand, Leadership and Workplace—with innovative tech incubator RF TechLab providing cutting-edge predictive analytics, AI-powered creative hub RF Studio53 offering breakthrough creative, and specialized teams delivering customer-focused digital engagement. Ruder Finn has offices across four continents including the U.S., Asia, Europe and the Middle East. Wholly owned agencies and offerings within Ruder Finn Group include: Ruder Finn Inc., RF Studio53, RF Engage, Touchdown, Peppercomm, RF Comunicad, Mantis, jacobstahl, Flightpath, Ruder Finn Atteline, Pandan Social, RF Bloom, and Big Sky Communications. For more information visit www.ruderfinn.com.

Meghan.mahaffey@ruderfinn.com

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