Janardhan P.

Lead ML Engineer

Bangalore Urban, Karnataka, India8 yrs 9 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Expert in architecting high-performance data infrastructure.
  • Proven track record in distributed systems and ML optimization.
  • Leadership role in open-source projects at Apache Software Foundation.
Stackforce AI infers this person is a Backend Systems Engineer specializing in high-performance distributed systems and machine learning infrastructure.

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Skills

Core Skills

Distributed Systems5gOpen-source LeadershipMl InfrastructureCompiler DesignStructural DesignEngineering

Other Skills

JenkinsMavenRelease ManagementMachine LearningGitHubSTAAD-ProStructural EngineeringProject ManagementMultithreadingMicroservicesNatural Language Processing (NLP)Database Management System (DBMS)Software ArchitectureAutomationShell Scripting

About

Backend Systems Engineer specializing in high-performance data infrastructure and large-scale ML systems. Currently architecting Apache SystemDS's Out-of-Core (OOC) backend in Java - enabling machine learning on datasets exceeding available RAM through asynchronous streaming pipelines, compiler optimization, and deep concurrency management. As a Committer and PMC member, I help drive technical decisions that impact distributed computing at scale. Core expertise: • Distributed systems architecture (Go, Java, Python, Kubernetes) • ML infrastructure & systems optimization • Compiler design & automated optimization • Memory management & concurrency engineering • Open-source leadership (Apache Software Foundation) Current focus: Building pull-based streaming architectures that handle GB-scale data processing with automated compiler rewrites for performance optimization. I solve complex foundational problems in production environments - from debugging race conditions in multi-threaded systems to designing APIs that balance performance with developer ergonomics. Comfortable working in product-driven teams where technical excellence meets real-world impact. Seeking: Senior Backend/Systems Engineering roles building reliable, scalable distributed systems. Tech stack: Go • Java • Python • Kubernetes • Docker • Jenkins • 5G (AMF) • Apache SystemDS

Experience

The apache software foundation

2 roles

Apache SystemDS Committer & PMC

Mar 2022Present · 4 yrs

  • https://systemds.apache.org/
MavenRelease ManagementOpen-source LeadershipDistributed Systems

Apache SystemML/DS Committer

Jun 2017Feb 2022 · 4 yrs 8 mos

  • Machine Learning Algorithms design, implementation and scaling. Implementation of low-level operations for algorithm optimization.
Machine LearningGitHubML InfrastructureCompiler Design

Mavenir

Member Of Technical Staff

Feb 2022Present · 4 yrs 1 mo

  • Currently working in 5G R&D (AMF product).
5GJenkinsDistributed Systems

Errors page

Structural Design Engineer

Jul 2021Oct 2021 · 3 mos · Remote

  • I have created Internship programs with comprehensive curriculum for practical structural design (bridges) to fill the industry and academia gap
  • This brief project was sunset.

Asc infratech pvt ltd

Bridge Design Engineer

Jun 2018Apr 2020 · 1 yr 10 mos · Noida, Uttar Pradesh, India

  • Project Portfolio:
  • 1. Eastern-Dedicated Frieght corridor - Railway viaduct (~3 km at Dadri)
  • 2. Substructure design for Mechi Bridge at Indo-Nepal border
  • 3. Substructure and Foundation design for Narmada (Malsar-Asa) bridge
STAAD-ProStructural EngineeringStructural DesignEngineering

Education

National Institute of Technology, Kurukshetra, Haryana

Bachelor of Technology — Civil Engineering

Birla Institute of Technology and Science, Pilani

Master of Technology - MTech — Computer Science

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