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Hi, I'm

NAYEEM
FARDIN

Systems Engineer

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AWS• KUBERNETES• FASTAPI• REACT• KAFKA• RABBITMQ• TERRAFORM• POSTGRESQL• GO• AWS• KUBERNETES• FASTAPI• REACT• KAFKA• RABBITMQ• TERRAFORM• POSTGRESQL• GO•

ABOUT.

I'm a Computer Science undergrad at Islamic University of Technology who builds things that scale and break gracefully. My sweet spot is the intersection of ML systems, cloud infrastructure, and backend engineering — I enjoy taking models from notebooks to production with proper observability, CI/CD, and cost-awareness.

Education

B.Sc. in Computer Science & Engineering

Islamic University of Technology (IUT)

Expected Sep 2026

IUT Logo

Tech Stack

Languages
Python Go JavaScript C++ Java
Web & API
React Node Express FastAPI
AI & ML
LangChain PyTorch RAG OpenAI
Cloud & Ops
AWS Docker Kubernetes Terraform Linux Git
Sys & Tools
Kafka RabbitMQ Celery Grafana ArgoCD Helm
Databases
PostgreSQL Redis InfluxDB Pinecone MongoDB

PROJECTS.

ShelfWatch

Python YOLOv11 AWS EKS FastAPI Docker ONNX Prometheus ArgoCD Helm
  • Fine-tuned and deployed YOLOv11 on AWS EKS for dense retail product detection.
  • Scalable inference service using Helm + ArgoCD (GitOps-driven deployments).
  • 4× CPU inference speedup and 70–90% cost savings via INT8 quantization, AMX and Spot diversification.
  • Canary releases with Argo Rollouts + smoke tests; Loki/Prometheus/Grafana for logging and observability.
  • DevSecOps in GitHub Actions with Trivy and pip-audit for secure ECR promotion.

PixTools

Go Python Celery RabbitMQ Terraform AWS K3s Redis
  • Migrated the HTTP edge from FastAPI to Go, preserving full contract parity with the existing Celery worker runtime and Alembic-managed schema.
  • Architected a dual-node K3s cluster on AWS (On-Demand control + Spot data plane) with full Terraform IaC and automated SSM reconciliation for async image processing queued through RabbitMQ.
  • Optimized cost with EC2 Spot and graceful eviction via AWS Node Termination Handler.
  • Resilience under load with Redis idempotency keys, pybreaker circuit breakers, and k6 stress tests.
  • Zero-Trust GitHub Actions (OIDC) CI/CD; telemetry and traces to Grafana LGTM via Alloy.
  • Decoupled ML inference from fast conversions via dedicated queues to prevent worker starvation.

StatusMonitor

FastAPI React 19 Apache Kafka InfluxDB PostgreSQL Docker
  • Distributed monitoring platform with FastAPI microservices (ingestion/auth/alerting) across Docker, designed for independent scaling.
  • Windows agent (psutil + PDH) streaming metrics via Kafka to decouple producers/consumers.
  • Reduced alert noise with in-memory cooldowns; real-time Telegram alerts + full history for auditability.
  • Lowered storage cost using InfluxDB downsampling + tiered retention; secured onboarding with Argon2 + JWT.

Crawler RAG DocHelper

Python LangChain Pinecone Gemini 2.5 Cohere
  • Hybrid-search RAG for docs using Semantic (HuggingFace) + Keyword (BM25) retrieval in Pinecone to boost relevance.
  • Automated ingestion by crawling llms.txt via Tavily with caching to avoid redundant fetches.
  • Added Cohere Rerank before Gemini 2.5 generation to reduce noisy context.
  • Exposed query-time alpha-weighting to tune keyword precision vs semantic recall.

interviewPrepper

LangGraph FastAPI React Firecrawl Multi-LLM
  • Orchestrated multi-step AI agents via LangGraph and LangChain to automate 30-day curriculum generation.
  • Integrated cross-LLM routing natively supporting OpenAI, Google Gemini, and OpenRouter architectures.
  • Implemented active AI interaction with persistent SQLite conversation threading allowing user refinements.
  • Built robust external data retrieval merging Firecrawl web-scraping with Tavily AI search fallbacks.

RoutineMaker

FastAPI React Docker PostgreSQL Nginx
  • Microservices architecture with distinct Auth and Core Backend FastAPI instances isolated via Docker.
  • Secured endpoints using Argon2 hashing, JWT authentication, and pre-configured CORS protection.
  • Abstracted multi-service routing cleanly behind an Nginx API Gateway container.
  • Automated PDF generation of custom schedules for local export.

EXPERIENCE.

Backdoor Private Limited Logo

CyberSecurity Internship

Backdoor Private Limited

October 2025
  • Digital forensics analysis to recover sensitive deleted artifacts using FTK Imager and Autopsy.
  • Security assessments on Android applications via MobSF and web platforms using Burp Suite and SQLMap.

LET'S BUILD
SOMETHING.

Got a project idea, internship opportunity, or just want to chat? Hit me up.

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