Toronto, ON • Local AI-First Application Creator

Building Local AI-First Applications & Intelligent Software

Local AI-First Application Creator building intelligent desktop software that prioritizes on-device AI for privacy and responsiveness, with seamless cloud AI orchestration for hybrid scale when needed.

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Published Store Apps
Local-First
Default On-Device AI
Hybrid
Cloud AI Extensible
Published Products

Published Desktop Applications

High-performance, privacy-focused desktop applications for macOS and Windows built for productivity, AI intelligence, and precision.

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Microsoft Store Mac App Store
Windows & macOS

TranscribeAV - Subtitle Studio

Fast, 100% Offline AI Speech Recognition & Subtitle Studio for Windows & Mac

Fast, 100% offline on-device AI speech recognition, audio extractor, and subtitle studio. Transcribe audio and video to .SRT, .VTT, .WAV, and text privately on your PC or Mac with zero cloud dependencies.

  • 100% On-Device AI Speech Recognition — Zero Cloud Upload
  • Multi-Format Subtitles (.SRT, .VTT & Text Export)
  • High-Speed Audio Extraction from Video Containers (.WAV)
  • Native Windows 10/11 & macOS Performance & Zero Tracking
Get on Microsoft Store Mac App Store
SnipStack Logo
Microsoft Store Verified

SnipStack

High-Performance Privacy-Focused Clipboard Manager

Runs silently in your system tray, automatically capturing and categorizing copied text, code snippets, images, colors, and web references into a searchable, 100% offline history.

  • Smart Content Classification & Syntax Highlighting
  • Offline Optical Character Recognition (OCR) Text Extraction
  • System Hotkey Instant Toggle & Tray Integration
  • Zero Cloud Tracking — 100% Privacy by Design
Get on Microsoft Store
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Microsoft Store Verified

Suryagni

Premium Vedic Astrology Desktop Engine

A beautiful desktop application bringing ancient astrological wisdom into the modern era with precision astronomical calculation engines and custom immersive visual themes.

  • Precision Astronomical Position Engine
  • Custom Immersive Visual Themes
  • Consolidated Printable PDF Report Generation
  • Real-time Planetary Transit Analysis
Get on Microsoft Store
Publications & Research

Articles & Insights

Long-form essays, research guides, and technical tutorials spanning Vedic Astrology, Local AI-first applications, and on-device intelligence.

Vedic Astrology & Jyotish Artificial Intelligence & LLMs Desktop Applications & Architecture

Additional research publications on computational astrology, modern AI architectures, and native desktop systems are being prepared.

Publications & Media

Published Book & YouTube Channel

Beyond application development — exploring creative literature, storytelling, and digital video creation.

Hearts in Cross Connection Book Cover
Published Book

Hearts in Cross Connection

by Pranjal S Ghosh

An evocative published book by Pranjal S Ghosh exploring human emotion, deep connections, and life's intertwined paths. Available on Amazon Canada.

Official Channel

@swaruppranjal

Official YouTube channel featuring software development walkthroughs, technical insights, and personal creative video content.

Remote Consulting & Product Creation

Independent AI-Enabled Development Services

Partnering with teams and founders to build Local AI-first and hybrid intelligent applications, custom algorithms, and robust desktop software.

Local-First & Hybrid AI Solutions

Designing intelligent applications that maximize on-device inference for privacy and speed, with optional cloud AI orchestration for complex tasks.

  • On-device local AI inference (privacy-first & fast)
  • Hybrid local/cloud AI architecture & model fallback
  • Computer vision, NLP & specialized domain intelligence

Native Desktop & Visualization Systems

Crafting responsive desktop tools, high-performance applications, and 3D visual data displays.

  • High-output native desktop architecture
  • Real-time data visualization & GUI tools
  • 3D visual engines & smart display ecosystems

Systems Architecture & Automation

Designing robust backend microservices, automated testing frameworks, and continuous delivery pipelines.

  • Automated build workflows & continuous integration
  • Unit, behavior, & integration test automation
  • Scalable data pipeline orchestration
Capabilities Matrix

Core Competencies & Capabilities

Comprehensive capabilities spanning on-device AI, machine learning research, and desktop application architecture.

Deep Learning & AI

Neural Network Architectures Computer Vision Natural Language Processing Predictive Analytics

Application Architecture

Native Desktop Systems Backend Systems Microservices Data Engineering

Visualization & Media

Real-time 3D Graphics Performance Profiling Smart Display Ecosystems Digital Media Tech

Data & Research

Time-Series Modeling Academic Research Data Analytics Algorithm Design

Delivery & Build

Continuous Integration Automated Workflows Container Deployment Pipeline Orchestration

Quality Assurance

Unit Test Automation Integration Testing Behavioral Verification System Reliability

Autonomous Execution & Delivery

Independent Ownership Calm Focus Async Workflows Long-term Reliability

Professional Practice

Agile Development Sprint Delivery Cross-functional Comms Technical Writing
Support & Community

App Support & Bug Reporting

Encountered an issue or have feedback for TranscribeAV - Subtitle Studio, SnipStack, or Suryagni? Submit a report directly for prompt attention.

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TranscribeAV - Subtitle Studio Bug Tracker

Subtitle Studio Support (Windows & macOS)

Report speech recognition discrepancies, subtitle sync delays, audio/video extraction defects, or feature requests.

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SnipStack Bug Tracker

Clipboard Manager Support

Report OCR text extraction issues, system tray background behavior, global hotkey conflicts, or syntax highlighting feedback.

Suryagni Logo

Suryagni Bug Tracker

Vedic Astrology Engine Support

Report chart calculation discrepancies, PDF report formatting issues, transit calculation errors, or visual theme glitches.

All reports are reviewed directly by Pranjal Swarup. Hotfix releases are published via Mac App Store and Microsoft Store updates.
Professional Summary & Remote Focus

Pranjal Swarup

I am a Local AI-First Application Creator based in Toronto, ON. I specialize in building Local AI-first and hybrid intelligent applications — maximizing on-device AI for privacy, speed, and offline autonomy, with seamless cloud AI extensibility when heavy compute or frontier models are needed.

Remote Work & Sustainable Execution: I am seeking remote-only, AI-enabled development roles or independent contracting in calm, asynchronous, and health-accommodating environments. Autonomous execution and measured focus enable me to deliver high-reliability, well-crafted software products with zero unnecessary friction.

Location & Work Preference
Toronto, ON, Canada • Remote Worldwide
LinkedIn Network
Direct Inquiries

Education & Academic Research

  • Master of Science (MS)
    Digital Media Technology
  • Post-Graduate Diploma
    Systems Analysis
  • Bachelor of Science (BSc)
    Computer Science
Peer-Reviewed Contributions
Google Scholar Verified

Authored peer-reviewed academic research publications covering deep learning, neural network architectures, and visual data systems.

View Google Scholar Profile & Citations