Open to Full-Time Engineering Opportunities & Technical Engagements

AI Software Engineering & Systems Architecture

I partner with high-conviction engineering teams, AI scale-ups, and technology leaders to design, harden, and ship production-ready systems — eliminating the gap between architectural strategy and mission-critical code execution.

  • Target Roles: AI Software Engineer • Forward Deployed Engineer • AI/Backend Systems Engineer
  • Core Capabilities: Autonomous Agent Control Planes (MCP) • Production LLM Streaming • Distributed Go & Postgres
  • Client & Edge Rigor: 60 FPS Isolates • Offline-First SQLite WAL • Low-Latency BLE Telemetry
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Sukhbeer Kumar — AI Software Engineer

Battle-Tested Engineering Track Record

12+ Years in Production Systems
Myndrix Core Autonomous Operations & Agent Engine
50+ Production Apps & Distributed Systems
End-to-End Prototype to Production Deployment

Verifiable on LinkedIn — Staff AI & Systems Architect / Tech Lead at ByteSigma Technologies (2021–present), Senior Mobile Architect at Dars Innovations (2018–2021), Android Engineer at BrainMobi Technologies (2014–2018).

What I Bring to an Engineering Organization

Deep hands-on technical ownership across bleeding-edge AI models and resilient backend infrastructure.

Autonomous AI Agent Control Planes

For organizations operationalizing LLMs beyond simple chat interfaces.

  • Model Context Protocol (MCP) server integration with strictly typed schemas
  • Token budget firewalls ($O(N^2)$ context explosion prevention)
  • SSE token streaming with zero-jitter background isolates
  • Local Whisper & Ollama edge inference runtimes

Outcome: Deterministic, cost-controlled agent workflows with state recovery.

Distributed Backends & State Machines

For high-reliability platforms requiring strict data integrity and uptime.

  • Go 1.22 microservices and Node.js asynchronous runtimes
  • PostgreSQL ACID row-level locking and multi-tenant data isolation
  • Idempotent payment & checkout state machines (Stripe, Razorpay, Mangopay)
  • 21 CFR Part 11-aligned audit trails and electronic signature controls

Outcome: Resilient data sovereignty with zero duplicate transactions.

High-Performance Client & IoT Systems

For consumer and enterprise teams requiring sub-second mobile responsiveness.

  • Single-codebase Flutter & Native Android (Kotlin)
  • 60 FPS rendering via dedicated background Dart Isolates
  • Offline-first local engines (SQLite WAL, Hive sync)
  • Bluetooth Low Energy (BLE GATT) medical and sensor telemetry

Outcome: Uncompromising native fluidity and resilient offline execution.

Engineering Principles: How I Build & Deliver

Autonomous, high-velocity engineering with rigorous standards from day one.

  • Direct Technical Collaboration: Seamless integration with cross-functional teams, daily async visibility, and clean, self-documenting pull requests.
  • Rigorous Verification Standards: End-to-end automated verification suites, Playwright headless runs, and TypeScript strict checks on every commit.
  • Complete Infrastructure Ownership: Production Dockerfiles, CI/CD automation, database migration scripts, and monitoring instrumentation built in.
  • Defensible Regulatory & Statutory Precision: Battle-tested experience implementing 21 CFR Part 11-aligned cryptographic audit logs and idempotent financial ledgers.

Architectural Standards & Guarantees

Deterministic Agent Execution

Model Context Protocol (MCP) server integration with hard token budget governance, timeout circuit breakers, and zero infinite loops.

Enterprise Data Sovereignty

Self-hosted deployments on private edge infrastructure (PM2, Redis, PostgreSQL, Caddy TLS). Zero sensitive customer data leaked to third-party APIs.

Regulatory & Statutory Precision

21 CFR Part 11-aligned audit logs, dual-verification workflows, and automated Indian GST calculation engines.

Sub-60 FPS UI & Offline Telemetry

Dedicated Dart Isolates for background computation, SQLite WAL offline caching, and fault-tolerant Bluetooth Low Energy (BLE GATT) streaming.

Start an Engineering Conversation

I am currently open to full-time engineering roles (AI Software Engineer, Forward Deployed Engineer, Systems Engineer) and selective technical partnerships. Reach out directly below or connect on LinkedIn.

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