COSMIC DREAMS
Initializing Systems...
COSMIC DREAMS
Exploring Beyond the Horizon

Innovating the Frontiers of Technology

We are a dynamic group of companies dedicated to exploring and implementing cutting-edge solutions, from data intelligence to emerging research space technologies.

Who We Are

Innovators at Heart

CD is a collective group of companies striving to innovate across multiple industries. We bridge the gap between complex science and practical software applications.

Cutting-Edge Implementation

We actively venture into frontier research spaces, turning experimental technologies into scalable, secure, and production-ready solutions for your business.

Client-Centric Excellence

Whether providing consulting or building custom enterprise systems, our focus remains on providing superior quality services that elevate customer experiences.

Our Services Showcase

IT Consulting

Surveying client needs and architecting solutions utilizing high-performance systems like Netbird, Authentik, and Vaultwarden.

Custom Solutions

Development of bespoke internal applications and deployment of self-hosted, on-premises private architectures.

Data Analytics

Empowering decision-making through industry-leading business intelligence and analytical platforms like Alteryx.

AI Incubation

Optimizing and fine-tuning high-accuracy, budget-friendly AI models custom-tailored to minimize overhead.

World Digitization

Pioneering 3D asset capturing and digital twins through frontier NeRF and 3D Gaussian Splatting research.

Expert Guidance

Technology Consulting

We survey clients on their specific needs and advise based on the most cutting-edge existing technologies in the required space.

Core Technology Integrations

We specialize in deploying, integrating, and maintaining highly-optimized platforms that solve infrastructure, security, and analytics challenges.

Netbird VPN

Netbird is a zero-trust, peer-to-peer overlay network engine based on WireGuard. It simplifies secure internal mesh networking without complex firewall routing.

Key Advantage: Eliminates static VPN gateways and configuration overhead. Encrypts and directly routes traffic between machines, resulting in sub-millisecond connection times.

Alteryx Data Platform

Alteryx is a leading analytics automation platform that allows code-free and code-friendly data preparation, blending, and advanced analytical workflows.

Key Advantage: Accelerates time-to-insight. Users can transform complex multi-source enterprise data into clean dashboards in minutes rather than weeks.

Vaultwarden

A lightweight, highly secure password manager server written in Rust, fully compatible with the official Bitwarden clients and browser extensions.

Key Advantage: 100% data sovereignty. Hosts password credentials safely on-premises or in private clouds while requiring minimal system resources and memory.

Authentik OIDC Provider

Authentik is an open-source Identity Provider focused on flexibility and seamless integration. It handles Single Sign-On (SSO), user enrollments, and access control.

Key Advantage: Out-of-the-box support for OAuth2, OpenID Connect, and SAML. Simplifies identity verification across all company tools via unified user profiles.
Bespoke Engineering

Custom Solutions

We build and deliver modern custom software architectures built precisely around your operational parameters.

Custom Internal Application Development

We design and develop custom internal web dashboards, native mobile apps, database tools, and integration pipelines. Instead of forcing your business workflow to fit template software, we construct apps that map exactly to how your team operates.

  • Secure role-based dashboard access
  • Automatic API integrations with legacy infrastructure
  • Modern, fast, and intuitive user experiences

Self-Hosting On-Premise Applications

We engineer secure, localized software infrastructure on your physical hardware or private hypervisors. This ensures that sensitive business files, customer data, and systems never leave your physical control or local network.

  • Full compliance with local privacy frameworks
  • Dockerized deployments with automatic local backups
  • Lower monthly SaaS subscription overhead
Data Intelligence

Data Analytics

Empower your stakeholders by converting raw, disjointed business events into interactive, actionable dashboards.

Turn Data into Decision Matrix

Our engineers and strategic advisers are well-versed in the Data Analytics domain. We provide comprehensive consulting to empower clients through the deployment and customization of industry-leading analytical engines.

By cleaning, consolidating, and structuring data pipelines, we enable clean forecasting, customer segmentation, and optimization models that reduce wastage and scale revenue.

10x Faster Pipeline Aggregation
100% Data Source Consolidation
Cognitive Systems

Artificial Intelligence Incubation

Unlock the power of modern Large Language Models and computer vision without incurring massive public cloud API costs.

High-Accuracy, Low-Cost Custom Models

We are currently incubating multiple projects aimed at optimizing and fine-tuning specialized, high-accuracy AI models. Our philosophy is that companies should not have to spend fortunes on bloated API keys to leverage intelligence.

By leveraging parameter-efficient fine-tuning (PEFT), quantization (QLoRA), and small language models (SLMs), we create systems that can run efficiently on consumer-grade hardware or small cloud nodes.

1
Needs Mapping

Identifying your specific data constraints and target outputs.

2
Model Fine-Tuning

Training compact open weights using proprietary data.

3
Local Deployment

Deploying optimized weights onto cost-controlled hosts.

Frontier Research

World Digitization

Exploring spatial computing and the translation of real-world physical locations and assets into hyper-realistic 3D digital environments.

Our research and development teams are actively exploring the digitization of physical assets, buildings, and geographic locations to help expand the digital footprint of our clients. This domain focuses strictly on frontier technologies that are at the edge of research and currently scaling into industry.

R&D FOCUS 01

Neural Radiance Fields (NeRFs)

Neural Radiance Fields use deep neural networks (typically MLPs) to represent complex 3D scenes. By feeding the network a series of 2D photographs captured from various angles, the system learns to reconstruct the volume, lighting, and viewing angles of the space, allowing for smooth camera paths through a completely synthetic space.

Key Advantages:
  • Synthesizes highly realistic reflections, specular lighting, and refractions.
  • Reconstructs fine details (like hair, glass, or dust) that confuse traditional photogrammetry.
  • Compresses massive spatial scenes into small weight files.
R&D FOCUS 02

3D Gaussian Splatting (3DGS)

3D Gaussian Splatting is a breakthrough real-time rendering technique. Instead of querying a neural network for every ray (like NeRFs), it represents the 3D scene using millions of transparent, colored 3D ellipsoids (Gaussians). These Gaussians are rasterized directly to the screen using tile-based rasterization algorithms.

Key Advantages:
  • Instant rendering speeds exceeding 100+ frames per second at 4K resolutions.
  • Dramatically faster training/fitting times (minutes instead of hours).
  • Enables photorealistic, real-time walkthroughs directly within standard web browsers.
The Cosmic Dreams Story

Venturing Beyond Limits

At Cosmic Dreams, we are driven by an insatiable curiosity and a relentless pursuit of the technological horizon. Founded by visionaries who refuse to settle for the status quo, our mission is to demystify complex, under-utilized, and frontier technologies, providing our clients with a profound competitive advantage in their respective industries.

We believe that the most transformative solutions reside at the intersection of rigorous research and practical deployment. While many shy away from emerging paradigms due to their perceived complexity, our team thrives in this space—translating early-stage technologies like 3D spatial splatting and custom cognitive intelligence into tools that drive real-world business results. We are here to partner with forward-thinking leaders who understand that the future isn't something to wait for; it is something to build.

Our Founders

Vivek Seeburun

Co-Founder, Co-CEO, CTO, COO & CIO

Vivek drives the technological pipeline, operational integrity, and strategic information systems of Cosmic Dreams, bridging early-stage architecture with corporate scalability.

Sangeet Pannu

Co-Founder, Co-CEO, CFO, CAIO & CDO

Sangeet steers the fiscal trajectory, artificial intelligence incubation, and data governance for the CD group of companies, merging deep tech R&D with commercial execution.

Get in Touch

Have questions about our technology stacks? Reach out directly to our leadership team. We typically respond within 24 hours.

Connect With Us

Let's Start a Project

We work with enterprise clients, research organizations, and small businesses aiming to build next-generation applications.

Email Support info@cosmicdreams.ca
Headquarters Toronto, ON, Canada
Corporate Website cosmicdreams.ca

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