tahnik@portfolio:~$ experience
MLOps Engineer with deep expertise in distributed ML infrastructure and cloud-native technologies. Experienced in designing scalable ML pipelines, optimizing model serving infrastructure, and developing LLMOps/AIOps practices across startups and enterprise clients.
$ cat ~/experience/full-time.json
Lead ML and DataOps Engineerporidhi.io
July 2024 - PresentServerless AI Cloud Platform• Architecting cloud-native infrastructure using EKS and Kubernetes for AI agent deployments• Implementing auto-scaling solutions for optimized resource utilization• Building distributed model serving architecture for efficient cross-cluster inferencing
AI Site Reliability Engineering• Developing automated monitoring and alerting systems for ML infrastructure• Implementing SLO/SLI tracking for model performance and reliability• Building resilient deployment patterns with automated failover mechanisms• Streamlined MLOps practices and migrated ML workflows to Azure ML, KubeFlow and Git — 20% reduction in project expenses
Junior Machine Learning EngineerJanata Wifi (janatawifi.com)
Jan 2023 - Sept 2023• Led the development of the agentic workflow for Karigor AI Copilot — 98% reduction in troubleshooting time for network engineers• Developed automated Anomaly Detection System for CXM Dashboard using TensorFlow, ELK stack, Azure ML Pipelines — 50% improvement in root cause analysis• Improved RAG system performance by 30-40% with caching and OSS LLMs via LangChain — 35% cloud cost reduction• Architected intelligent monitoring with hierarchical AI agents using LangChain and LangGraph
MBA in Management Information Systems (MIS)
University of Dhaka • CGPA: 3.30
Feb 2024 - Present
• Specialization in System Analysis and Design
• Relevant coursework: Databases, Advanced Networking, Advanced Data Mining
BBA in Management Information Systems (MIS)
University of Dhaka • CGPA: 3.04
Jan 2019 - Dec 2023
• Relevant coursework: Information Systems Design, Computer Networking, Databases, Data Structures and Algorithms, Machine Learning and AI Systems