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itsoumya-d/README.md

Soumya Debnath

Founding AI Product Engineer · Forward-Deployed Software Engineer

Building Applied AI Systems, Developer Tools & Shipped Mobile Apps

LinkedIn GitHub Email

Kolkata, India · Open to Relocation & Remote (Global)


📱 Shipped Consumer Products

CTrackAI — AI Calorie & Nutrition Tracker

Flutter · Dart · AI-Assisted Food Logging

App Store · Google Play · 📖 Product & Engineering Overview

  • Built and shipped: A consumer nutrition app available on iOS and Android.
  • Published feature set: Photo-based food logging, barcode scanning, macro tracking, meal planning, fasting and hydration tracking.
  • Evidence: Store listings and release history are public. Performance, reliability and cost-reduction figures are omitted until a reproducible measurement report is available.

Preeo — Cycle & Health Companion

Cross-Platform Mobile · Cycle Tracking · Health Reports

App Store · Google Play · 📖 Product & Data Boundary Overview

  • Built and shipped: A consumer cycle-tracking app available on iOS and Android.
  • Published feature set: Cycle and symptom logging, BBT charts, health integrations and reports for sharing with a healthcare provider.
  • Scope: An informational wellness product. Store descriptions establish the advertised features, not clinical validation or independently verified security guarantees.

🔎 Selected Proof of Work

Public source and CI checked on 8 October 2026. “Merged” means included in the repository, not deployed to users. CI links below cover the cited revisions.

  • Queue reliability · FieldLens: Merged same-runtime serialization, persisted retries and shared create/update/delete dispatch. The case study links source, regression evidence and remaining delivery limits. Browser recording is a separate draft; a working web app is not yet demonstrated.
  • Reviewable developer tooling · Motion MCP: A runnable, credential-free patch walkthrough demonstrates import inspection, text-anchor insertion, repeatability and guarded no-ops. Merged PR #2 · Node 22/24 CI. Hand-written fixtures; no live AI or semantic code-review claim.
  • Measurement integrity · HostShift: Merged PR #2 prevents conflicting artifact overwrites and requires the task's requested contact message. Python 3.11–3.14 CI passed at deee566. This validates harness behavior, not live-model or native-device benchmark results.
  • Cross-platform tooling · Mobile-Native Design System: The token-parity fixture detects edited output even after its stored hash is refreshed. Draft PR #4 has passing core, Android and Apple checks at 7b2bb97. Compiler/reference-app fixtures, not physical-device certification.
  • Full-stack maintenance · AutoPilot FDE: Merged API error-contract/CI repairs and a Next.js dependency security patch. Backend Python matrix and frontend CI passed at 45cd4cd. The workflow-discovery product remains a prototype; no live deployment or comprehensive security audit is claimed.

🤖 Agent Infrastructure & Applied AI Projects

These repositories cover developer tools, research and prototypes. Their linked documentation describes setup and project-specific limitations; they should not be read as evidence of customer deployments.

1. AutoPilot FDE 2.0 — Workflow Discovery & Agent Prototype

Python · FastAPI · Next.js · MCP

  • Explores communication ingestion, process graphs, automation scoring and workflow generation.
  • Includes local evaluation and simulation tooling. Enterprise deployment, customer adoption and multi-department production performance are not established by the portfolio.

2. Motion MCP — Codebase-Aware Motion Tooling

TypeScript · Model Context Protocol · SceneDoc

  • Scans application structure, represents motion in SceneDoc and stages generated changes for review.
  • Explores framework-native motion generation and a skeletal-animation bridge. Test coverage and target-specific support are documented in the repository; support for a target does not imply every generated interaction has been runtime-validated.

3. HEROS — Agent-Native Infrastructure & Safety Primitives

Zero-lang Primitives · Node.js / ESM SDK · MCP-Native Contracts

  • Provides structured agent actions, schema validation, machine-readable errors and auditable receipts.
  • Includes the @heros/agentic web SDK, forge migration-risk tooling and ledger accounting-receipt primitives. These controls reduce execution ambiguity; they are not a guarantee against all agent errors.

4. CertiFlow AI — GRC & Agent Telemetry Simulator (Prototype)

Next.js · TypeScript · Server-Sent Events

  • Demonstrates compliance-agent workflows and live telemetry dashboards.
  • Uses simulated cloud telemetry and an in-memory audit store. It does not establish live compliance certification or enterprise audit outcomes.

5. HostShift — Cross-Platform UI Portability Research

Python · UI Specifications · Renderers · Evaluation Harness

  • Investigates whether generated interfaces preserve task behavior across Web, SwiftUI, Compose and Textual hosts.
  • Separates offline/synthetic pipeline checks from device-backed experiments. See the repository's status section before interpreting benchmark results.

6. Mobile-Native Design System — Codebase-Aware Codex Plugin

Python · Flutter · React Native · SwiftUI · Jetpack Compose

  • Organizes codebase analysis, screen planning, design tokens and reviewable native implementation workflows.
  • Mobile queue reliability: FieldLens Queue Repair & Validation, covering merged concurrent-write/retry fixes, deterministic regression tests and the remaining runtime boundaries.

🧪 Browser-Native Infrastructure Suite (Edge Prototypes)

TypeScript · Go · WebRTC · WASM · WebGPU · WebCrypto · CRDTs

An experimental suite exploring client-side P2P systems and distributed edge execution:


🏆 Featured Tools & Hackathon Prototypes

  • VulnHunter: A source-analysis security scanner prototype with vulnerability reports and suggested remediation.
  • CyberMentor: An interactive security-learning prototype with AI-assisted hints and vulnerability walkthroughs.

🛠️ Technical Stack

Category Stack & Tooling
Applied AI & Agents LangGraph, Model Context Protocol (MCP), Gemini, Claude, OpenAI, Tool Calling, Structured Outputs
Full-Stack & Real-Time TypeScript, Next.js, React, Python (FastAPI), Node.js, REST APIs, Server-Sent Events, WebSockets, PostgreSQL, Supabase, Redis
Mobile Engineering Flutter, Dart, React Native, Expo, HealthKit, Health Connect, App Store Connect, Play Console
Development & Delivery Docker, GitHub Actions, Linux, Git, Testing, Threat Modeling

📬 Connect

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  1. certiflow-ai certiflow-ai Public

    AI-powered compliance automation platform — autonomous agents verify SOC 2, ISO 27001 controls 24/7

    TypeScript 7 2

  2. ContentForge-AI ContentForge-AI Public

    TypeScript

  3. cybermentor cybermentor Public

    AI-powered OWASP security learning platform — learn to hack, then fix. Built for NextDev Hackathon 2026.

    HTML

  4. fieldlens__ fieldlens__ Public

    FieldLens - AI coaching app for tradespeople built with Expo React Native

    TypeScript

  5. flux-social flux-social Public

    TypeScript

  6. vulnhunter vulnhunter Public

    AI-powered OWASP security scanner for public GitHub repos — paste a URL, get a full vulnerability report in seconds. Built for Quantum Sprint 2026.

    Python