Recommends

Testimonials (placeholders)

“[Technical ownership / reliability under load.]”
Name, Title, Company

“[Collaboration across app, backend, and ops.]”
Name, Title, Company

Colleagues named in afs-contributions.md (e.g. Awesh, Emran, Siam, Jami, Deep, Sayem, Heron, Rakib, Tarik) are good candidates for real quotes with permission.


Tools I reach for (from your documented stack)

CategoryExamples
BackendDjango, DRF, FastAPI, Express
RealtimeWebSockets, Channels
Queues / streamsRedis, Kafka, Django-Q2
DatabasesPostgreSQL, MongoDB, vector stores (Qdrant, Pinecone, pgvector)
AuthKeycloak, OIDC/JWT, API keys
OrchestrationKubernetes, Docker, GitHub Actions
AILangChain, LangGraph
Automationn8n (Priyo work)
SecurityBurp Suite, OWASP-aware review habits

Learning & competitions

  • Codeforces — algorithmic rigor
  • Kaggle — experiments across vision, tabular, LLM, and Bengali NLP (132 kernels)
  • CTF — National Cyber Drill, Cyber Raid, and other events on Awards

Books / courses (add your own)

TBD — e.g. systems books, ML texts, security references.