Ranish Shrestha

Work History

Experience

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April 2025 – Present

Software Developer II

Loom Analytics · North York, Ontario

Lead development of Claudio, a five-service AI transcription and legal document platform spanning an Electron desktop client, React web app, Django backend, AWS Lambda services, and a self-hosted document server. Deploy to production using Bitbucket Pipelines, AWS CodeBuild, and Docker.
Architected a self-hosted Collabora Online and LibreOffice document server with a Flask WOPI host, enabling web, desktop, and automated server-side clients to edit the same document in a single live session. Extended the Collabora editor with custom plugins for audio-synced word highlighting.
Built the Python NLP pipeline that transforms raw speech-recognition output into clean, readable transcripts, including disfluency removal, normalization of numbers and currency, grammar correction, and edit-preserving reprocessing, using spaCy, RapidFuzz, and Hunspell.
Developed AI-assisted legal document generation using Claude via Amazon Bedrock, populating client Word templates with python-docx and docxtpl while preserving original formatting, with export to PDF and plain text via PyMuPDF.
Developed the desktop client's offline real-time audio system, including multi-channel capture, simultaneous microphone and system-audio transcription through separate on-device speech engines, speaker identification via neural voiceprints, and playback control from a USB foot pedal, with local data secured using SQLCipher encryption.
Implemented real-time collaborative editing in the web application using CKEditor 5, including track changes, comments, and presence indicators, alongside live transcription over Socket.IO with audio-synced highlighting. Integrated LibreOffice into the desktop client via its Python UNO API for native document editing with transcript sync.

ClaudioPythonDjangoReactElectron AWS LambdaS3SQSDynamoDB BedrockspaCyRapidFuzzHunspell FlaskCollabora OnlineSocket.IO LibreOffice UNOSQLCipherDockerCI/CD

September 2021 – August 2023

.NET Software Engineer

Dolphin Dive Technology · Kathmandu, Nepal

Developed and tested cloud-based pension management software using Agile methodology, collaborating with the Product Owner to design and implement user stories with Entity Framework, LINQ, MSSQL Server, and QuickBooks integration.
Partnered with cross-functional teams - QA engineers, UX designers, and system administrators - across 15+ releases to ensure consistent, high-quality software delivery with approximately 95% of projects delivered on schedule.
Built and maintained features leveraging Azure Cloud Services (ADF, Logic Apps, Azure Functions, Storage), AngularJS, ASP.NET, and Redis across the full Azure ecosystem.
Documented technical designs, implementation details, and troubleshooting procedures to support maintainability and team knowledge sharing.

C#ASP.NETAngularJSTypeScript Azure ADFLogic AppsAzure Functions RedisMSSQLEntity Framework

November 2018 – December 2021

Software Engineer

Mediflow Solutions · Kathmandu, Nepal

Designed, tested and delivered full-stack features across 5+ projects using ASP.NET MVC, Entity Framework, Dapper, MSSQL, JavaScript, and RESTful APIs, maintaining scalable and stable codebases throughout.
Led end-to-end development of accounting and inventory management software, working directly with clients to gather requirements and deliver production-ready solutions.
Improved application performance by identifying and resolving bottlenecks, and integrated new technologies to enhance system capabilities across existing platforms.
Built complex SQL queries and stored procedures to power multi-range reporting, and collaborated with UI/UX designers to deliver intuitive, user-facing interfaces.

C#ASP.NET MVCDapper MSSQLPL/SQLJavaScriptjQuery

Academic Background

Education

September 2023 – August 2025

Full Stack Software Development

Lambton College · Toronto, Ontario

Built dynamic, responsive UIs with React.js and robust back-end systems using Node.js, Express, and MongoDB.
Proficient in deploying full-stack applications on AWS and Azure with Docker containerization and continuous integration.
Strengthened problem-solving through algorithmic challenges focusing on scalability and optimization.
Enhanced skills in Java and Python for scalable applications, multithreading, and data analysis with Pandas and NumPy.

September 2013 – October 2017

Bachelors in Electronics & Communication Engineering

Tribhuvan University · Kathmandu, Nepal

Designed and implemented communication protocols, antennas, and wireless systems.
Studied circuit design, signal processing, and microcontroller programming.
Applied practical knowledge through projects and lab work including software-hardware integration and MATLAB simulations.
Acquired foundational knowledge of C, C++, and object-oriented programming concepts.

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