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mangod12/README.md

Hi, I'm Anshaj.

I build production backends and AI systems for teams that need to ship — not demos that look good in tabs.

CS @ KIIT '27 · Currently at CWI Studios · Bokaro / Bhubaneswar.


What I've shipped

What it is Why it matters Stack Live
🏭 IndustryERP Production ERP at a steel fabrication business 7+ employees use it daily. 172 endpoints. Replaced their spreadsheets. FastAPI · PostgreSQL · Cloud Run
🛡 OneAlert OT/ICS cybersecurity SaaS — AI remediation, SBOM, compliance 26⭐ · 166 tests · 10 shipped phases · MIT licensed FastAPI · React · Cloud Run
🤖 TaskForge Multi-agent crisis logistics system Built for Google Cloud Gen AI Academy APAC 2026 (Cohort 1) Gemini 2.5 · MCP · pgvector
📞 Redline AI AI emergency dispatch IVR (fork) Contributed Gemini integration + CI/CD + production deployment FastAPI · Twilio · Whisper
🚁 SkyDash 20Hz MAVLink drone telemetry dashboard Real-time streaming, backpressure handling FastAPI · React · WebSockets

Open-source security work

  • Reported and specified a cross-tenant RBAC isolation regression suite for AiSOC: proposed endpoint-level tenant-isolation tests, BYOK/alerts coverage, and a nightly security CI gate in #159, later closed by merged PR #197.

How I work

I treat the shop floor and the customer call as primary sources, not the GitHub trending page. Before writing the ERP, I spent weeks interviewing operators at a steel plant. That's why the system actually gets used — and why I reach for MCP, agentic AI, or real-time streaming only when they solve a real problem.

Stack I reach for

Python · FastAPI · PostgreSQL · Redis · Docker · GCP Cloud Run · Cloud Build · GitHub Actions · Prometheus · Grafana

Comfortable with MCP, agentic systems, RAG, pgvector, and real-time streaming pipelines when the problem calls for them. RHEL-certified. GitHub Developer Program member.


Currently

🛠 Building Blue — internal platform powering CWI Studios' operations 🌱 Open to full stack / systems / AI engineering internships where I can ship to real users from day one


📫 anshajkumar341@gmail.com · LinkedIn · Portfolio

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  1. OneAlert OneAlert Public

    AI-powered SOC for OT/ICS networks — 6 autonomous agents, MITRE ATT&CK mapping, Suricata/Zeek ingestion, human-in-the-loop response, 330+ tests. Open-source alternative to Claroty/Dragos for SMBs.

    Python 28 3

  2. redline-AI redline-AI Public

    Redline AI is a AI-powered IVR system designed to assist first responders by transforming emergency voice calls into structured, actionable intelligence in real time. It integrates Twilio telephony…

    Python

  3. industryERP industryERP Public

    industry ERP is a steel fabrication and inventory management system designed to automate material tracking, stage-based workflow control, and real-time stock visibility. Built with FastAPI and a li…

    Python 1

  4. TaskForge TaskForge Public

    Multi-agent crisis logistics coordinator built for Google Cloud Gen AI Academy APAC 2026. Gemini 2.5 Flash + MCP + pgvector RAG on Cloud Run.

    Python

  5. skydash skydash Public

    Spatial intelligence & OSINT platform for real-time drone fleet operations. Multi-drone telemetry streaming, geospatial entity tracking, threat assessment, and intelligence analysis. React + FastAP…

    JavaScript 1