mycontext-ai

Sadhira AI & Analytics LLC

Production-grade Python library for context engineering with LLMs — 88 cognitive patterns, Context Amplification Index, 13 export formats. PyPI · MIT · USPTO provisional patent filed 2026.

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Requirements-as-Code

Sadhira AI & Analytics LLC

AI-native specification paradigm — turns plain-English intent into machine-checkable product specs, technical specs, and CI-ready trace reports. Launched June 2026 as a mycontext-ai module.

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Enterprise AI Platform

Fortune 100 Media & Entertainment Company

Enterprise AI platform architecture for a leading global entertainment company: governed RAG, multi-model gateway, AI workspace with SSO/RBAC, spec-driven delivery, GitLab CI + Terraform IaC. Dec 2024-Present.

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Financial Data Integration

Top-10 US Commercial Banks (via Infosys)

Post-merger enterprise data architecture and automation for two of the top-10 US commercial banks: data pipelines, ML default-risk classification, dependency-aware batch validation. 2019-2023.

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Human Rights Research & Editorial

Advocacy Forum Nepal · UNDP · OSJI · ICTJ

A decade of human rights research, editorial leadership, and advocacy documentation across South Asia — published by Zubaan Books, ICTJ, Human Rights Watch, REDRESS, and the UN.

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