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mangod12/README.md

Hi, I'm Anshaj.

Backend + AI systems engineer focused on geospatial intelligence, security automation, and agentic systems.

CS @ KIIT '27 · Currently at CWI Studios · Bokaro / Bhubaneswar · Open to AI systems, geospatial, security automation, and backend engineering internships.


Shipped systems

Project What it is Proof Stack Live
IndustryERP ERP for a steel fabrication business Used in daily operations · 172 endpoints · 6-role RBAC · replaced spreadsheet workflows FastAPI · PostgreSQL/Cloud SQL · Cloud Run · GitHub Actions open
OneAlert Open-source OT/ICS security OS 30 stars · 330+ tests · 6 AI agents · MITRE ATT&CK mapping · Suricata/Zeek events FastAPI · React 19 · PostgreSQL · Docker · Cloud Run open
TaskForge Multi-agent crisis logistics coordinator Built for Google Cloud Gen AI Academy APAC 2026 · 4-agent pipeline · deterministic fallbacks FastAPI · Gemini 2.5 Flash · MCP · PostgreSQL/pgvector · Cloud Run repo
Redline AI Emergency dispatch IVR and dashboard 409 tests · 33 E2E · Whisper + ONNX pipeline · Cloud SQL/Redis architecture FastAPI · Twilio · Whisper · PostgreSQL · Redis repo
SkyDash Open-source spatial intelligence dashboard Geospatial maps · OSINT-style entities · link analysis · missions · simulated 10Hz telemetry React · FastAPI · Leaflet · D3 · SQLite · WebSockets repo

More projects

  • VitalWatch - real-time patient event detection with YOLOv8, MediaPipe, FastAPI, WebSockets, and a live dashboard.
  • SmartFlow Todo RN - React Native + Firebase task app with real-time sync, auth, and priority scoring.
  • AI Ops Log Intelligence - natural-language-to-SQL dashboard on AlloyDB AI.
  • P2P SAP BTP - Procure-to-Pay workflow on SAP CAP/UI5/HANA.

Open-source contributions

  • OpenTelemetry Collector Contrib - merged Datadog receiver feature-gate metadata migration: PR #48905.
  • Biome - merged CLI fix for rdjson code-suggestion replacement output: PR #10543.
  • AutoGPT - merged orchestrator fix forwarding credential input masks into tool-node execution: PR #13151.
  • AiSOC - reported cross-tenant RBAC isolation gaps and proposed regression/security CI coverage in issue #159; credited in merged contributor/security credits update PR #223.

How I work

I start from the workflow, not the framework. For IndustryERP, that meant interviewing operators at a steel plant before writing the data model. For the AI projects, it means using agents, MCP, RAG, or real-time streaming only when they make the system more useful than a normal API would.

I like small, observable backends: clear domain boundaries, tests that cover real failure modes, CI/CD from day one, and deployments people can actually open.

Stack

  • Backend: Python, FastAPI, SQLAlchemy, Pydantic, REST APIs, WebSockets
  • Data: PostgreSQL, SQLite, Redis, pgvector, pandas
  • Frontend: React, TypeScript, React Native, Tailwind CSS, Leaflet, D3
  • Cloud: Docker, Google Cloud Run, Cloud SQL, Cloud Build, GitHub Actions
  • AI: Gemini API, MCP, RAG, embeddings, Whisper, ONNX, NLP pipelines
  • Ops: Prometheus, Grafana, CI/CD, RHEL-certified

Currently

  • Building Blue, an internal platform powering CWI Studios operations.
  • Looking for backend, systems, security, or AI engineering internships where I can ship to real users.

📫 anshajkumar341@gmail.com · LinkedIn · Portfolio

Pinned Loading

  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 30 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

    Open-source spatial intelligence dashboard with geospatial maps, OSINT-style entities, link analysis, missions, exports, and simulated drone telemetry. React + FastAPI + Leaflet + WebSockets.

    JavaScript 2