AI-assisted engineering: a multiplier, not a substitute for ownership.

Pratik Purohit uses Claude Code, Gemini, Hermes and LLM APIs to improve engineering workflows while keeping responsibility for architecture, validation, security, product decisions and delivery.

AI-assisted engineering capabilities

SPAR, Smart PDF Audio Reader

Independent Android application built with Flutter, PDF processing, text-to-speech, smart chapters, background playback, testing, privacy work and Play Store deployment.

Explore SPAR

Hermes agentic AI workflow

Personal automation for coding, technical analysis, Gmail processing and operations, using reusable prompts, workflow controls, guardrails, PII handling and output validation.

Hermes case study

AI controls

Prompt guardrails, AI security controls, PII masking, validation, testing and conservative review practices keep AI output accountable.

AI skills

Relevant proof.

Case studies where this work made a difference. Confidential implementation details stay abstract.

Want AI in your engineering workflow, safely?

Share the workflow, the data involved and the guardrails you need.