
Nexus AI Solutions
Client work is routed through Nexus—Utah-founded IT & AI consulting—with principals who hold NVIDIA DLI credentials and decades of architecture and production-engineering discipline. Engagements are deliberately boutique: discovery, phased build, accountable delivery.
0+
Projects
0+
Funded Projects Led
0+
Students Led
0+
AI Courses & Workshops
Capabilities
IT consulting—from planning and integration to modernization and cybersecurity—paired with production AI we ship under Nexus statements of work: RAG over private data, LangChain/LangGraph agents, AI automation and tool-use systems, LLM evaluation and guardrails, Python/FastAPI AI backends (and modernization that can include regulated-environment C++/Linux stacks where it fits), plus NVIDIA DLI–aligned workshops for teams.
Align IT with business outcomes. We assess systems and gaps, then produce a phased roadmap—from integration and modernization priorities to where AI belongs (and where it doesn't).
Unify workflows across apps and data stores—REST and event-driven integrations, APIs, and careful data flows so humans and automation (including AI agents) operate on trustworthy sources.
Move from brittle legacy stacks toward cloud-native and serverless patterns where they earn their cost—often as part of shipping a concrete product milestone, not a vague lift-and-shift.
Identify vulnerabilities before they become breaches. We conduct penetration testing, policy audits, and implement security best practices.
Move to the cloud with confidence. We plan, execute, and optimize your migration to AWS, Azure, or Google Cloud with zero downtime.
Ongoing IT support tailored to your team. From helpdesk services to staff training on new technologies, we keep your operations running.
Private knowledge, grounded answers
Retrieval-augmented generation over your documents and data—with chunking, embedding, reranking, evaluation sets, and guardrails so outputs are useful in production, not just impressive in demos.
LangChain / LangGraph tool workflows
Agents that plan, call APIs, retrieve context, and hand off cleanly—paired with tracing, retries, logging, and human oversight for reliable operational automation.
From pilot to production
Roadmaps plus LLM observability—test sets, qualitative review loops, latency and cost budgeting, and rollout patterns suited to regulated or high-stakes settings.
Hands-on GPU education
Workshops aligned with NVIDIA Deep Learning Institute (DLI) standards—delivered in person or virtually for your team.
Team & fit
Nexus operates as your vendor of record—you buy scoped, temporary engagements (discovery + milestones)—not staffing or employment of our principals on your payroll. We allocate and manage delivery; as volume grows Nexus can bring in bench talent under the same statements of work. Contracts, invoices, and IP flow through Nexus AI Solutions LLC (Utah).
Dr. Majid Memari — Founder & Principal AI Architect. He owns the technical narrative for client roadmaps—retrieval/agent architecture, multimodal proofs, evaluations, governance, Bedrock-era cloud patterns—and the public-sector flavored programs highlighted in our DataGovAI and government portfolios.
Hamid Memari — Technical Delivery Lead on Nexus mandates. Hands-on integrations, backends, build automation, escalation discipline, and production hardening borrowed from regulated product environments—all tuned for clients who refuse fragile AI veneers.
We're co-located in the Salt Lake City area for sharper discovery, whiteboarding, and delivery cadence together.
We focus on scoped outcomes you can inspect: identifiable knowledge sources, named integrations (CRMs, ticketing, warehouses, FHIR-ish boundaries), and plain success criteria—not open-ended requests to build an entire AI product without shared discovery and boundaries.
Most engagements begin with a paid discovery sprint (architecture, backlog, risks, latency and cost envelopes) followed by phased build milestones. Fixed scopes work best after that grounding.
We sell discrete SOW packages and phased projects—not open-ended faux headcount or unmanaged on-call. Optional follow-on SOWs(“phase 2,” sustainment bursts) extend work only when scope is rewritten and signed— Nexus still runs staffing and accountability under the vendor relationship.
Portfolio
Representative builds across EdTech, simulation, agents, drones, public-sector data, and custom AI.
Smarter learning at scale
Intelligent tutoring patterns, LLM-assisted grading workflows, adaptive learning paths, and analytics for institutions and training programs.
Practice when the real thing is costly
Immersive scenarios for firefighters, nursing, and high-stakes fields—dynamic AI-driven patients, incidents, and debriefs—safe, repeatable, and scalable.
Voice-first mental wellness support
A voice-mode AI companion grounded in psychological science—it builds a private profile of each client over time, delivers personalized check-ins, and supports mental wellness through evidence-based conversational techniques customized to the individual.
End-to-end intelligent ops
Multi-agent systems that coordinate specialist models and tools to automate complex business processes with human oversight.
$1M USHE-funded research
USHE-funded drone imaging for wind-turbine maintenance—RGB/thermal capture, 3D reconstruction, and path planning. Led as postdoc; published industry-relevant results.
Habits, privacy, and support
A personalized AI that builds a private knowledge base from spending and check-ins—serving as a copilot for people strengthening money habits, including compulsive spending and related behavioral challenges.
Automation
Intelligent pipelines with n8n—tools, APIs, and models orchestrated to run around the clock.
Drag-and-drop with n8n—branching, loops, error handling, and approvals.
LLM calls, RAG, sentiment, and classification in the pipeline.
Webhooks, schedules, monitoring, retries, and audit trails.
Interactive
Products we ship—an AI financial assistant and a course-grounded teaching assistant.
Finance & bookkeeping
Conversational assistant for bookkeeping, organized records, and finance workflows—full product experience with companies, ledger, and documents. Not a replacement for licensed professionals where required.
CS 4720R course
Course-grounded Q&A for AI Business and Tech Solutions—Canvas-aligned context and a dedicated assistant, not a generic chat window.
Partners
Collaboration with professionals across business, software engineering, and the Silicon Slopes technology community.
Industry & community
Live pulse
Liquid, AI-focused public equities—infrastructure, platforms, and security. Not a recommendation; many AI leaders are still private. Refreshed about every minute. Not investment advice.
NVIDIA Deep Learning Institute
Principals affiliated with Nexus are NVIDIA DLI certified instructors—delivering immersive workshops aligned with NVIDIA Deep Learning Institute training—free for students at participating universities, with GPU-accelerated labs and certificates of completion where available.
~8 hours (typical DLI workshop)
Train neural networks for classification and detection with hands-on PyTorch labs on GPU-accelerated cloud instances.
Hands-on lab
Build and deploy edge AI prototypes—ideal for robotics and IoT-focused programs.
Applied GenAI
Retrieval-augmented generation, prompt patterns, and safe deployment of LLM-powered assistants.
Foundations
Diffusion and generative fundamentals with practical exercises—aligned with industry demand.
Available for universities worldwide. Student workshops are offered at no charge to students; logistics vary by institution.
Utah community
Nexus funds intern rounds, sponsors classroom-adjacent builds, and shows up wherever Utah policy, campuses, and startups intersect—creating a feeder of practitioners who ship real AI, not slideware.
Free on campus · NVIDIA DLI
As NVIDIA Deep Learning Institute certified instructors affiliated with Nexus, we host no-cost cohort sessions on Utah campuses—and similar programs nationally—covering LLMs, generative AI, and agent stacks with completion artifacts where NVIDIA issues them. Comparable public trainings often exceed $500 per seat; Nexus keeps these sessions gratis for qualifying student groups universities invite.
Nexus AI Solutions LLC
The operating umbrella for milestones, statements of work, and outcomes. Nexus recruits student interns onto real architectures and implementations—hands-on mentorship at no internship fee.
NVIDIA ecosystem
Hands-on GPU, generative AI, and agent workshops that mirror Deep Learning Institute standards—delivered campus-side for students/faculty and packaged for cohort clients who want the same caliber of training.
Higher education (Utah)
Nexus principals collaborate with Utah campuses to prototype courses and mentor teams bridging industry-grade AI pipelines with classroom rigor—not as a staffing agency, but as specialist architects guiding capstones and pilots.
Responsible AI (Utah)
Cross-sector facilitation through programs such as Utah's One-U Responsible AI initiative—helps agencies, campuses, and industry align guardrails without slowing pragmatic pilots Nexus can engineer.
Utah public sector partnerships
Nexus-supported collaborations with institutes and agencies (including work anchored at the Herbert Institute for Public Policy) translate policy goals into backlog-ready AI plans and governed delivery milestones.
Bridging academia & industry
Nexus curricula teams blueprint AI-heavy courses aimed at narrowing the canyon between ivory-tower coursework and shipped software. Illustrative effort: innovation + entrepreneurship immersion for aspiring EdTech founders—students source pain from K–12/college ecosystems, scaffold AI-first MVPs hosted on modular automation stacks, then pitch juried panels with mentoring from collegiate entrepreneurship institutes such as Utah's Baugh Entrepreneurship Institute at UVU.
AI Utah, Silicon Slopes & Utah tech
Nexus supports AI Utah—Utah's AI user group and community hub for practitioners, events, companies, and collaboration. It's where the statewide AI community meets (including programs like AI Utah 100). Our leads host office hours alongside student cohorts so talent pipelines intersect with hiring managers—not just conference badges.
We stay embedded in Silicon Slopes, the nonprofit powering Utah founders, so Nexus clients indirectly tap that deal-flow and partner choreography while recruits from our internship bench meet operators face to face.
Public sector
Nexus architects responsible AI deployments with Utah departments and institutes—typically in concert with collaborators like the Gary R. Herbert Institute for Public Policy—so backlog, procurement, governance, and model risk stay aligned before code ships. Mentor-led student teams rotate through these programs with the same Nexus leads who oversee commercial work.
AI applied to data governance and privacy management—improving compliance efficiency and strengthening transparency and public trust.
AI-driven solutions that reduce manual review time and expand secure access to data for research and policy innovation.
Helping Utah build a modern, responsible data foundation that supports research while safeguarding citizens.
We are building additional AI solutions for more Utah departments—intelligent automation and data-driven decision-making at scale.
We partner with agencies to deploy responsible, privacy-preserving AI solutions.
Technology we use
About
Ph.D. Computer Science • Founder of Nexus AI Solutions • Deep-learning generalist bridging research rigor with deployable architectures.

Nexus AI Solutions LLC anchors enterprise AI programs for clients and public-sector collaborators. Founder Dr. Majid Memari architects those initiatives—from synthetic data regimes to UAV inspection stacks—while Hamid Memari anchors the hands-on integrations and disciplined release rhythms. Nexus also served as technical lead on a $1M USHE-sponsored drone intelligence program and routinely collaborates with Utah agencies plus research collaborators such as Stanford, Johns Hopkins, and the University of Pennsylvania.
Responsible AI alliances—like One-U Responsible AI—plus Silicon Slopes and Utah civic tech—keep Nexus honest about safeguards while still shipping measurable outcomes with clients.
~20 yrs
Research-to-production AI grounding
Ph.D.
Computer Science, SIU
NVIDIA
Ambassador & DLI Instructor
$1M
USHE drone AI — technical lead
Careers
Multiple concurrent AI projects—we hire interns who want production experience, not only coursework.
Fully online
If you want real-world AI engineering experience, reach out—we always have multiple projects in flight and we hire interns on a rolling basis. You'll work alongside Nexus principals and peer engineers on production-minded tasks: LLMs and RAG, agentic workflows, cloud integrations, and domain projects that ship.
What you might do
What we look for
Not sure if you're a fit? We still want to hear from you— get in touch.
Contact
IT or AI consulting—send a message and we'll respond promptly.
We focus on practical, scoped work: retrieval-augmented generation over private documents, LangChain/LangGraph agent workflows, AI automation that calls your tools and APIs, LLM evaluation and guardrails, Python/FastAPI AI backends, and embedding intelligent features into existing products. On the IT side, we advise and deliver around integration, modernization, cloud migration planning, cybersecurity hygiene, and hybrid or on-premises considerations when models and data can't live only in SaaS.
Every statement of work is executed under Nexus AI Solutions LLC. Dr. Majid Memari anchors architecture, multimodal proofs, retrieval/agent systems, evaluations, governance, Bedrock-era cloud footprints, and the public-sector programs highlighted onsite. Hamid Memari leads technical delivery integration, escalation-minded quality, backends, CI hygiene, and production cutovers. Both principals are rooted in Utah's Salt Lake City metro for tighter collaboration—not a revolving cast of subcontractors.
You're engaging Nexus AI Solutions LLC as an independent business—typically milestone- or deliverable-based statements of work—not putting our principals on your payroll. Nexus assigns who does the work (principals today; vetted bench later as we scale). That keeps IP, invoicing, and responsibility with the company delivering the outcomes you bought.
We work across education, government, healthcare, public safety, and enterprise. Our solutions range from AI-powered EdTech platforms and emergency-services simulation training to privacy-preserving data systems for state agencies.
Certified Nexus instructors facilitate full-day immersion labs patterned after NVIDIA Deep Learning Institute pedagogy—GPU-hosted exercises, facilitator checkpoints, and completion artifacts when NVIDIA recognizes the cohort. Students at hosting universities routinely attend at no tuition-style charge.
Absolutely. We integrate with AWS, Azure, GCP, on-prem infrastructure, and hybrid setups. Our team has deep experience with Python, PyTorch, LangChain, Next.js, and modern cloud-native architectures.
We prefer to de-risk with a paid discovery sprint: goals, constraints, architecture, backlog, risks, latency and cost envelopes, then a concrete build proposal or milestone plan. Larger builds proceed in phases—with evaluation hooks early—rather than committing to ambiguous fixed scope without shared understanding.
Yes—normally as separate, signed follow-on work: stabilization windows, model/prompt upkeep, retrieval tuning, observability tweaks, docs, or a clearly bounded sustainment sprint. Nexus sells projects and phased SOWs, not pretending to be embedded FTE unless your procurement deliberately buys a capped sustainment engagement with explicit boundaries (never implied 24/7 on-call unless written into the SOW).
Security and privacy are core to every engagement. We build with encryption at rest and in transit, role-based access, audit logging, and compliance with frameworks like HIPAA, FERPA, and state data-privacy regulations.