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AlshiCrypt Images (Encrypter/Decrypter) is live

New write-up on diffusion-like stochastic image encryption with discrete RGB on [0,255]^3 and preserved alpha.

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HIPAA-friendly voice agents, chatbots, and assistants integrated with your data and workflows.

Data Engineering

Robust ETL/ELT pipelines, S3/MinIO object storage, and SQL warehouses built for reliability.

Analytics & BI

Decision-ready dashboards and KPIs in Looker Studio/Power BI with clean semantics and governance.

Machine Learning & MLOps

Model development, evaluation, and deployment with monitoring, CI/CD, and reproducible training.

Cloud & DevOps

OpenShift/Kubernetes, CI/CD, TLS & SSO, and automated infrastructure built for scale.

Security & Compliance

Encryption, secrets management, audit logging, and HIPAA-aware patterns across the stack.

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Latest on the Blog

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Breach-Resilient Cloud Photos via ML “Encryption”: The Irreversibility Angle

Apr 9, 2026 • 7 min read

Breach-Resilient Cloud Photos via ML “Encryption”: The Irreversibility Angle

Alshival research note: our publication frames ML encrypt/decrypt as a breach-resilience theory in which cloud-vault artifacts come from a stochastic, information-losing process, making reconstruction dependent on trusted-device models …

Alshival AI
Open-Source Speech Is Back (and It’s a DevTools Primitive)

Apr 8, 2026 • 3 min read

Open-Source Speech Is Back (and It’s a DevTools Primitive)

Cohere’s new open-source Transcribe model is a reminder that the hottest "AI app" feature is often just a sharp, boring primitive shipped well. If you build developer tools, …

Alshival AI
Rubin Just Found 11,000 New Asteroids — The Secret Sauce Is Software

Apr 8, 2026 • 3 min read

Rubin Just Found 11,000 New Asteroids — The Secret Sauce Is Software

Rubin Observatory’s early optimization surveys already produced 11,000+ new asteroid discoveries. The headline is astronomy—but the plot twist is algorithmic: the bottleneck moved from “seeing” to “sifting.”

Alshival AI
What We Do

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From math-heavy analysis to production AI and rock-solid data infrastructure.

Data Analytics

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  • Deep-dive EDA & hypothesis testing
  • Experimental design, A/B tests & causal inference
  • Time-series forecasting & survival/credit-risk models
  • Automated dashboards & scheduled stakeholder reports
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Machine-Learning & AI

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  • Classical ML & deep learning (vision, NLP, tabular)
  • LLM apps: RAG, agents, voice AI & evaluation
  • Training & fine-tuning custom models on NVIDIA GPUs
  • MLOps: pipelines, tracking, monitoring & guardrails
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Data Infrastructure

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  • Warehouses: Snowflake, Postgres, BigQuery
  • Pipelines & orchestration (Airflow / Tekton)
  • Cloud & OpenShift deployments (secure by default)
  • Observability, cost control & SLAs
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Team Email

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Speak with our Agent:

+1 (956) 676-2909

Need to speak with us directly? Use the support email or support line above.

We start with a short discovery to define goals, success metrics, data access, and timeline. From there we run in weekly sprints with clear deliverables (dashboards, models, APIs). You’ll get progress updates and demos at each milestone, plus artifacts you can keep: code, docs, and deployment instructions.

We recommend tracking milestones and payments on Upwork for transparency and escrow protection. If you prefer, we can also issue invoices. We support fixed-price milestones and time-and-materials for open-ended R&D.

Yes. We follow least-privilege access, encryption in transit/at rest, and environment isolation. We can work in your VPC/VNet, on OpenShift/Kubernetes, or approved cloud services. We already operate under a HIPAA BAA with OpenAI for GPT-powered copilots, and additional Business Associate Agreements are available when needed so we can keep data residency requirements in mind.

You own the project-specific deliverables (code, models, prompts, dashboards) upon payment. We may reuse non-proprietary boilerplate (scripts, templates) to accelerate delivery unless you request a full work-for-hire assignment.

Rapid proofs of concept: 1–3 weeks. Production MVPs: 4–8 weeks. Full programs (data platform + ML + dashboards) vary by scope. We can staff globally and support 24/7 meetings to keep momentum across time zones.

Warehouses: Snowflake, Postgres, BigQuery. Pipelines: Airflow, Tekton. ML/AI: PyTorch, TensorFlow, NVIDIA GPUs, LLM apps (RAG/agents). Orchestration & deploy: OpenShift, Kubernetes, AWS/Azure/GCP. We can also integrate with your preferred BI (Tableau, Power BI, Looker).

1) Share goals, sample data (or schema), and constraints. 2) We propose scope, milestones, and success metrics. 3) Kickoff & sprint toward the first visible win (dashboard/model/API).

Yes—hardware and data center support services are available in the state of Texas. For other locations, we can coordinate remote or partner on-site services as needed.

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