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kernelshard/README.md

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Samiul (Sam) | kernelshard

Senior Backend Engineer Β· Python Β· Go Β· Microservices Β· AI-driven Backends
πŸš€ Open to senior backend roles (remote / hybrid)

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Precision is freedom. Build systems that tell the truth.

🎯 Snapshot β€” who I am (TL;DR)

  • Senior Backend Engineer (6+ years) β€” production systems in Python and Go
  • Focus: reliable microservices, async APIs, observability, and LLM-enabled backend features
  • I maintain production SDKs, ship infra improvements, and enjoy turning vague reliability problems into measurable SLAs

πŸ’Ό What I bring

  • Core strengths: System design for scalability & reliability, asynchronous APIs, distributed task systems, cloud-native deployments
  • Delivery: Led/maintained production SDKs (author/maintainer of imagekit-python), built observability pipelines and CI/CD workflows
  • Special focus: Practical, engineering-first LLM/RAG integrations that are operationally safe and cost-aware

πŸ› οΈ Tech stack

Languages & Frameworks

Python Go FastAPI Django

Databases & Caching

PostgreSQL Redis

DevOps & Cloud

Docker Kubernetes AWS GitHub Actions

Monitoring & Observability

Prometheus Grafana

Tools: Celery, GitHub Actions, Prometheus, Grafana


πŸš€ Selected projects

imagekit-python β€” Python SDK for ImageKit (maintainer)

  • Production-ready SDK with tests and clear API surface
  • Focus: reliability, backwards compatibility, and easy integration for client apps

RAG & LLM backend prototypes (private & OSS snippets)

  • Small, focused repos that demonstrate safe prompting, cache strategies, and token-cost-aware batching
  • Purpose: show pragmatic design for augmenting existing backends with LLM features without turning your infra into an invoicing disaster

πŸ“Š GitHub Stats


🎯 Signals for recruiters / collaborators

  • βœ… Open to senior backend roles where I can: own API surface, influence infra/observability, and ship LLM features responsibly
  • πŸ’° Preferred compensation: market-competitive (USD / equity preferred), remote-first with occasional sync windows for IST overlap
  • 🌍 Available: immediate β€” please DM on LinkedIn or connect below

πŸ† Quick wins you'll get when we work together

  1. Clear SLIs/SLAs and a roadmap to reach them
  2. Observability-first designs that find problems before customers do
  3. Incremental LLM integrations that respect latency, cost, and user intent

πŸ‘¨β€πŸ’» About me (short & human)

  • πŸ“ Based in Kolkata, India. Calm about tradeoffs, allergic to vague roadmaps
  • πŸ‹οΈ Outside work: disciplined fitness focus (currently working on sustainable fat loss and chest symmetry), learning French, and reading cognitive-science-adjacent books

πŸ“« Connect


πŸ’‘ Currently exploring

Open to collaborations on production-grade LLM integrations and observability tooling

Pinned Loading

  1. imagekit-developer/imagekit-python imagekit-developer/imagekit-python Public

    ImageKit.io Python SDK

    Python 54 18

  2. expose expose Public

    Open-source tunneling CLI that exposes localhost to shareable URLs. Built with Go, zero config, perfect for demos and webhook testing.

    Go 2

  3. hcaas hcaas Public

    A Golang-based microservices for registering and monitoring the health of HTTP URLs.

    Go 1 1

  4. rag-architect rag-architect Public

    Python 1