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Rafee-Mohamed/README.md

Hi, I'm Mohamed Rafeek

mohamedrafee2002@gmail.com | Portfolio | LinkedIn

I’m a software engineer focused on distributed systems, data systems and backend infrastructure.

I enjoy working on systems from first principles - understanding how they work at a fundamental level and building them with a focus on correctness, reliability and clear trade-offs. My work spans from low-level primitives like consensus and storage engines to higher-level distributed architectures.

I also write about system design and engineering, sharing lessons from building real-world systems.


Skills and Technologies

I primarily work on systems and backend engineering:

  • Languages: Java, TypeScript, Python, Rust - building backend services and system components
  • Systems engineering: Concurrency, Distributed systems and storage systems
  • System design: Microservices, event-driven architectures, coordination and consistency models
  • Technologies : PostgreSQL, Elasticsearch, ClickHouse, Redis, Kubernetes, Prometheus, Grafana, AWS - Lamda, S3, DynamoDB, SQS etc.

Building systems from First Principles

I’m interested in exploring foundational systems and infrastructure by building them end-to-end - implementing and understanding the underlying mechanisms from scratch to go beyond abstractions.

I’m building this to understand how real distributed systems and coordination work - combining consensus, storage, failure modes and system design.

Axis is a fault-tolerant, strongly consistent distributed key-value store designed for coordination, distributed locking and metadata management - inspired by etcd-io/etcd.

  • Raft-based replication with leader election, failover and crash-safe recovery
  • Multi-Versioned storage engine (MVCC) with ACID semantics enabling non-blocking temporal queries
  • Linearizable reads
  • Leasing system with checkpointing

I built this to deeply understand how consensus works in real systems - leader election, replication and maintaining consistency under failures - inspired by etcd-io/raft.

Jaft is an implementation of the Raft consensus protocol in Java, built as the consensus layer for Axis.

  • Pure state machine design with determisitic execution model
  • Leader election, log replication and joint consensus for dynamic cluster membership
  • Snapshot via log compaction, Quorum confirmed and lease based linearizable reads, Leadership transfer

I built this to understand and learn storage engines and MVCC works

An embeddable multi-versioned storage engine enabling time-travel queries built on LMDB.

  • Implements a non-blocking single-writer, multi-reader concurrency model and timeline of historical states
  • Uses versioned-index, an ordered key-value index based on Persistent (copy-on-write) B+tree for key timline indexing enabling efficient lock-free reads and atomic writes
  • Supports snapshot isolated point and range reads, batched writes and incremental background compaction

Thanks for reading - always up for a conversation about systems, trade-offs, and interesting engineering problems.

Pinned Loading

  1. timeline-db timeline-db Public

    An embeddable MVCC key-value store for time-travel queries, offering snapshot isolation, lock-free single-writer/multi-reader concurrency and incremental compaction.

    Java 1

  2. axis axis Public

    A fault-tolerant, strongly consistent distributed key-value store designed for cluster coordination, distributed locking, and metadata management.

    Java 1

  3. jaft jaft Public

    A Java implementation of Raft consensus protocol for building reliable replicated state machines

    Java 1

  4. versioned-index versioned-index Public

    A versioned, ordered index for single-writer, multi-reader systems enabling non-blocking, atomic multi-operation transactions and snapshot-isolated reads.

    Java 1