Manikandan Ramanathan

Senior Software Engineer | ML & Cloud

maniramanathan@icloud.com

Response might take a day to 2 days.

+91 90XXX XXX55 Bengaluru, India
View Resume

7+ Yrs

Experience

103K+

Lines Coded

M.Tech

Graduate

10+

Awards

With over seven years of experience, I am a passionate Software and ML Model Development & Design Engineer. My expertise lies in building and maintaining scalable, reliable, and high-performance systems. Proficient in Go, Python, and C++, I have a strong background in developing robust backend services, optimizing cloud infrastructure on AWS, and managing Kubernetes environments. I have a proven ability to enhance system efficiency through CI/CD automation, diligent monitoring, effective on-call issue resolution, and a hands-on approach to debugging.

Work Experience

Apr 2025 - Present

Software Engineer (G8)

Cisco - Machine Learning & AI

A data-driven Software Engineer specializing in sales analytics and business intelligence. My work involves creating predictive models and interactive dashboards that transform raw sales data into actionable insights, directly influencing strategic planning.

  • Developed a machine learning model for predictive sales forecasting, improving accuracy by over 20%.
  • Engineered BI dashboards that provided real-time insights, leading to a 15% increase in cross-selling opportunities.
  • Built automated data pipelines to identify top-performing products, contributing to strategic sales decisions.
  • Designed and maintained data warehouse schemas, reducing query times for sales reporting.
Oct 2022 - Apr 2025

Cloud Engineer (G6)

Cisco - Umbrella Identities Management

Specialized in developing high-performance, Go-based identity management services, ensuring 100% accuracy and SLA compliance. Enhanced the development lifecycle by automating testing, managing CI/CD pipelines, and deploying optimized applications with Kubernetes on AWS.

  • Engineered Go-based microservices for identity management, achieving 100% SLA compliance.
  • Deployed and optimized containerized applications on AWS using Kubernetes and Docker.
  • Architected and managed robust CI/CD pipelines with Jenkins for automated builds and deployments.
  • Developed custom utilities in Python, Shell, and C++ to streamline debugging and production simulations.
May 2022 - Oct 2022

Senior Software Engineer

Barracuda - Email Security Gateway

Focused on enhancing product value and system reliability by developing critical features, optimizing the CI/CD pipeline, automating workflows, and resolving customer escalations to improve product stability and performance.

  • Engineered and enhanced critical C++ features for the Email Security Gateway (ESG) product.
  • Redesigned CI/CD pipelines using Jenkins to enable continuous integration and accelerated feature delivery.
  • Improved product stability by debugging complex software defects with C++ and GDB.
  • Resolved critical customer issues by delivering timely hot-fixes and configuration changes.
Jun 2021 - May 2022

Software Engineer

Cisco - Umbrella Intelligent Proxy

Spearheaded the end-to-end deployment of an innovative product composed of diverse components. Established a robust global infrastructure in 23 data centers, ensuring seamless customer accessibility and continuous service availability.

  • Engineered microservices in C++, Python, and Go, ensuring SOC2 & FedRAMP compliance.
  • Architected Jenkins pipelines from the ground up to automate builds and deployments.
  • Established comprehensive monitoring solutions and custom load testing frameworks.
  • Guaranteed high availability by managing on-call responsibilities across 23 global data centres.
Apr 2019 - Jun 2021

Software Engineer (1 & 2)

RSA Security - NetWitness XDR

Developed high-performance features in C++, capable of processing 30,000 events per second. My role involved automating debugging processes, resolving customer escalations with hot fixes, and enhancing system reliability in a DevOps environment.

  • Engineered core C++ features for real-time threat detection, achieving 30,000 EPS performance.
  • Automated debugging and data collection tools, significantly reducing analysis time.
  • Delivered critical hot-fixes to resolve high-priority customer escalations.
  • Conducted rigorous functional, performance, and reliability testing to ensure quality.
Aug 2018 - Apr 2019

Software Quality Engineer 1

RSA Security - NetWitness XDR

Focused on ensuring high-quality software releases by creating automated test cases and developing custom tools to streamline testing processes, driving test automation, and leading defect resolution with development teams.

  • Pioneered an automation tool that reduced product installation time from over 6 hours to just 28 minutes.
  • Built Python and Ruby tools for test data generation and resource management.
  • Streamlined the entire testing workflow by automating build downloading, installation, and test execution.
  • Actively participated in sprint meetings to define testing requirements for new features.

Recommendations

"Mani is a hardworking, diligent, and committed individual. He has a great work ethic and is always ready to take on challenges... His documentation work is extremely detailed and very descriptive."

- Avaneesh Vyas

Engineering Lead, Scrut Automation

"What amazed me interacting with Mani was he had the passion to explore unknown areas... I found Mani very hard working, curious and able to explore different areas. He is a very good asset to any team."

- Biju Vasudevan

Principal PM, ZScalar

"I worked with Manikandan for the 'Netwitness Endpoint' project and was consistently impressed by his meticulous approach. His attention to detail, proactive mindset, and excellent communication skills played a pivotal role in ensuring the successful delivery of our project."

- Bharathiraja

Engineer, Tesco

Education

M.Tech

Master of Technology in Embedded Systems

Amrita University

2016 - 2018

9.40

CGPA


B.E

Bachelor of Engineering in Electronics & Communication

Anna University

2012 - 2016

8.01

CGPA

Internship Experience

College Co-op Student

RSA Security - NetWitness XDR

Jul 2017 - Jul 2018

  • Actively contributed to the Quality Engineering team, handling both manual and automated testing processes.
  • Demonstrated proactive problem-solving by investigating test failures and collaborating with development for prompt resolutions.
  • Developed two valuable web applications: a centralized system for secure file transfers and test result storage, and a lab inventory management system to streamline asset assignment.

Technical Skill Sets

Languages

GoPythonC++14SQL & NoSQLShell

Cloud & DevOps

AWSKubernetesDockerJenkinsTerraformCI/CD

Core Competencies

Backend DevelopmentML ModellingData AnalyticsSIEM & XDRSystem Design

Strengths

Problem Solving

Developed solutions for complex problems resulting in a 30% increase in efficiency.

Attention to Detail

Implemented rigorous testing methodologies resulting in 99% bug-free code.

Teamwork

Collaborated with cross-functional teams on successful project completions within deadlines.

Adaptability

Seamlessly adjusted to new challenges and contributed effectively to projects' success.

Projects & Publications

Key Projects

Real-time Traffic Sign Recognition

Developed a deep learning model for real-time traffic sign detection and classification from video streams, designed for autonomous driving systems. Achieved 98.5% accuracy on a custom dataset.

Python TensorFlow OpenCV Computer Vision

IoT-Based Smart Agriculture System

Designed and built an end-to-end IoT system using ESP32 microcontrollers to monitor soil moisture and temperature. Data is sent to an AWS IoT Core backend for analysis and automated irrigation control.

Embedded C++ ESP32 MQTT AWS IoT

Intelligent Self-Healing Network

Dissertation on improving network security using SDN to identify and mitigate attacks, focusing on IoT and large-scale networks.

SDN Python IoT Network Security

Publications

A Comprehensive Approach for Network Security

Institute of Electrical and Electronics Engineers (IEEE), 2018

Proposed a system to predict, detect, and mitigate network-level attacks, particularly for distributed residential and large-scale networks.

View Publication →

Exams, Honours & Achievements

Awards & Honours

Presidential Award Nominee

RSA Security, 2019

Silver Medalist

Amrita University, 2018

Proficiency Award

Amrita University, 2017

GATE 2016 Qualified

92nd Percentile

Key Achievements

Infrastructure Uptime

Maintained 99.999% uptime with DR

Escalation Engineering

Reduced TTR from 20 to <15 days

Debugging Automation

Reduced analysis time by over 30%

Quality Engineering

Identified 100+ functional issues

Personal Details

Name

Manikandan Ramanathan

Alternative Legal Name

Manikandan Rm

Marital Status

Divorced

Date of Birth

11-April-1995

Current Location

Bengaluru, India

Relocation

Yes

Happy to relocate. Might need sponsorship for Visa.

Nationality

India

Passport

Available

Work Permit

India by Citizenship

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