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parthrohit22/README.md

Parth Rohit

Backend & Platform Engineer
Distributed Systems · AI Infrastructure · Cloud Security · Reliable Software

Portfolio · LinkedIn · Email

Profile

I build backend and platform systems where state, security, and reliability matter. My work spans edge-native AI, repository intelligence, Azure cloud security, and tamper-evident execution evidence.

  • Final-year BSc (Hons) Computing Systems student at Ulster University, London
  • Dean's List in Years 1 and 2; graduating September 2026
  • Creator and maintainer of PARTHA; core contributor to OpenShield
  • Open to UK graduate and junior software engineering opportunities from September 2026

Selected Engineering Work

LYTA — Edge-Native AI Workspace

Live, stateful AI workspace built on Cloudflare Workers, Durable Objects, and Workers AI.

  • Designed isolated guest and account workspaces with explicit state-ownership boundaries.
  • Implemented reusable document memory, embedding-backed retrieval, and cited RAG responses.
  • Built SSE streaming, conversation memory, summaries, titles, and follow-up generation.
  • Added request observability, privacy-safe logging, and graceful AI/retrieval failure handling.

Stack: TypeScript · Cloudflare Workers · Durable Objects · Workers AI · SSE
Resources: Live demo · Architecture

PARTHA — Repository Intelligence Platform

Self-hosted platform that parses a repository once into a shared intelligence layer used by architecture, dependency, review, documentation, export, and optional AI surfaces.

  • Created the product and own its scope, requirements, architecture, issue planning, and releases.
  • Built reusable Repository Intelligence rather than duplicating parsing across consumers.
  • Secured per-user AI providers with encrypted keys, allowlisted egress, and owner isolation.
  • Maintain code review, security advisories, CI pipelines, audits, and release quality.

Stack: Python · FastAPI · React · TypeScript · PostgreSQL · GitHub Actions

OpenShield — Azure Cloud Security Platform

Open-source Azure CSPM platform with 51 security rules, compliance mappings, remediation playbooks, PostgreSQL-backed APIs, and an OpenSSF Best Practices Passing badge.

  • Core contributor and CODEOWNER working across compute/container security and platform validation.
  • Translate Azure VM and AKS risks into scanner controls, validation paths, and remediation workflows.
  • Implemented version-controlled Alembic migrations and PostgreSQL CI validation.
  • Validate rule execution, persistence, APIs, failure paths, and clean-deployment behaviour.

Stack: Python · Azure SDK · Flask · PostgreSQL · React · GitHub Actions
Recognition: OpenSSF Best Practices record

KALYX — Execution Evidence Integrity System

Backend-driven system for capturing, verifying, and externally anchoring tamper-evident execution history.

  • Built canonical hash chaining, verification, checkpoints, trust gates, and corruption localization.
  • Routes CLI, FastAPI, and Angular interfaces through one shared evidence-integrity core.
  • Runs deterministic detection only after full-ledger verification and persists deduplicated alerts.
  • Supports independent checkpoint anchoring through a Raspberry Pi authority.

Stack: Python · FastAPI · Angular · pytest · eBPF-oriented ingestion

Engineering Toolkit

Area Technologies and practices
Languages Python, TypeScript, Java, JavaScript, SQL
Backend FastAPI, Flask, Express.js, REST APIs, SSE, authentication, RBAC
AI engineering LLM integration, RAG, embeddings, vector search, prompt engineering
Cloud & platforms Azure, Cloudflare Workers, Durable Objects, Workers AI, Linux
Data PostgreSQL, SQLite, MongoDB, Cosmos DB
Delivery & quality GitHub Actions, CI/CD, pytest, Vitest, JUnit, observability, security review

Experience

Operations & IT Support Assistant — Kukreja & Associates
Vadodara, India · July 2021–December 2023

  • Automated recurring workflows, removing more than 10 hours of manual work per month.
  • Resolved hardware, software, network, and systems issues for more than 50 users.
  • Investigated recurring faults and improved repeatable support processes.

Contact

Pinned Loading

  1. kalyx kalyx Public

    Execution evidence integrity system for hash-chained execution records, deterministic verification, checkpoint continuity, and Raspberry Pi anchoring.

    Python 1