Bridging the gap between Language Operations and Agentic AI Systems. Specialist in Document Compliance, Self-Hosted Infrastructure, and Automated Workflows.
System Capabilities
A modular technology stack designed for autonomy, performance, and data sovereignty.
Development
Modern frontend architecture with performance-first tooling.
Infrastructure
On-premise enthusiast. Self-hosted, sovereign, secure.
Intelligence
Orchestrating autonomous systems and local LLM pipelines.
The Lab: From E-Waste to Enterprise
Self-hosting n8n automation workflows and Nextcloud on what most would consider obsolete hardware: a 1 GHz dual-core processor, 4 GB of DDR3 RAM, and a spinning HDD. The secret is not raw power — it is ruthless optimization.
Project Gallery
Case studies in automation, compliance, and intelligent system design.
Avenue Auditor
Automated Compliance Engine
An institutional-grade document auditing system powered by n8n workflows and AI-driven analysis. Automates compliance verification across large document corpora with precision reporting.
Manish-Scanner
OCR & Perspective Correction
A web-based professional document digitizing tool with advanced OCR, perspective correction, and batch processing capabilities. Built for high-volume, high-accuracy document ingestion.
AI-Driven CRM
WhatsApp-Integrated Office Automation
A self-hosted customer relationship management system with native WhatsApp Business API integration. Automates lead tracking, follow-ups, and internal office workflows via conversational AI.
Experience & Operations
Language Engineering & Process Optimization — bridging compliance management with AI-driven automation.
Lead Operations & Compliance Manager
PresentAvenue International
Oversee institutional document compliance, audit workflows, and operational infrastructure. Architected automated compliance pipelines reducing manual audit time by 70%.
IELTS / PTE Specialist
2 YearsGrace International, Enlightenment, Avenue Butwal
Taught IELTS and PTE across three leading education consultancies in Nepal: Grace International Baglung, Enlightenment Butwal, and Avenue Butwal Education Consultancy. Trained 500+ students with an average band score of 6.5. Developed systematic approaches to language proficiency training using data-driven diagnostics and structured mock-test pipelines.
Hardware Origins
Age 12 – PresentScrapyard & Mobile Repair Shop
Started at a mobile repair shop at age 12, developing deep hardware intuition. Later built a functional audio amplifier by harvesting components from a discarded CRT TV motherboard found at a scrapyard. This hands-on foundation bridges software logic with physical circuitry.
METRICS
PHILOSOPHY
I believe in local-first infrastructure. Every system I design prioritizes data sovereignty, minimal latency, and zero vendor lock-in.
Entering Scholar Mode
Where Logic Meets Language
A systematic approach to linguistic mastery, built on the same engineering principles that power enterprise infrastructure.
Language & Operations
Framing language mastery as an engineering problem — with precision, metrics, and systematic improvement.
IELTS / PTE Coaching
Strategic Preparation
Delivered structured IELTS and PTE training across Grace International Baglung, Enlightenment Butwal, and Avenue Butwal Education Consultancy. Students are taught to treat each module as a data pipeline — reading as pattern extraction, writing as structured output, speaking as real-time processing. Average band score of 6.5 achieved through systematic drills and mock-test pipelines.
Japanese Documentation
Head of Documentation
Leading translation accuracy and document auditing for Japanese institutional paperwork. Ensuring compliance standards are met across visa applications, academic transcripts, and corporate filings with linguistic precision and zero ambiguity.
Curriculum Engineering
Systematic Path to Success
Built custom LMS workflows and automated assessment pipelines. Every student gets a personalized study plan generated from diagnostic data — the same principle as provisioning a server: identify bottlenecks, allocate resources, optimize throughput.
Where Logic Meets Language
My background in Computer Science is not a departure from language teaching — it is the foundation. The same mental models that optimize server throughput can optimize student learning curves.
Every curriculum I design follows the SDLC: diagnose requirements, prototype solutions, iterate based on test data, deploy with confidence. Language learners are users; their band scores are KPIs.