console.log('Hello World');

I'm Navneet Krishna

Performance Engineer & AI Innovator

11+ years of experience building custom automation frameworks, optimizing mobile performance, and pioneering AI-augmented testing solutions. Achieved 70x productivity improvement through intelligent automation, reducing manual analysis effort by 40% and delivering $250K annual cost savings.

navneet@performance-engineer: ~
$ ./run-analysis.sh
[✓] Analyzing performance metrics...
[✓] Identifying bottlenecks...
[✓] Generating optimization report...
$ git log --oneline
a3f8c12 feat: reduce analysis time by 40%
b7e2d45 fix: optimize memory profiling
c9a1f67 refactor: implement AI-driven RCA
$ _

Who Am I

Proactive Performance Engineer with 11+ years of experience in performance engineering, monitoring and testing applications across Web, Mobile and IoT platforms.

I specialize in building custom tools and automation frameworks for continuous performance testing, regression detection, and automated analysis. My expertise spans analysis, bottleneck identification, optimizatinos, fine-tuning and profiling.

Currently working with cutting-edge AI technologies to revolutionize testing methodologies and build next-generation observability platforms. Experienced with testing on real & virtual devices using Perfecto and Sauce Labs.

"Built proprietary performance testing tools that reduced manual analysis effort by 40% and architected dual-cloud device testing infrastructure for comprehensive coverage."

11+
Years Experience
40%
Efficiency Improvement
6+
AI Projects
$250,000
Annual Cost Savings

What I Do Best

Custom Tools & Frameworks

Building proprietary performance testing tools and automation frameworks for continuous testing, regression detection, and automated root cause analysis.

  • Automation Framework Development
  • Regression Detection Systems
  • Performance Testing Tools

Root Cause Analysis

Conducting deep RCA, performance profiling and bottleneck identification with intelligent automation and self-service dashboards.

  • Automated RCA Algorithms
  • Performance Profiling
  • Bottleneck Identification

Performance Engineering

Performance engineering and application tuning across Web & Mobile tech stacks with expertise in diverse Android devices and custom hardware.

  • Mobile Performance Optimization
  • Application Tuning
  • Multi-Device Testing

End-to-End Automation

Complete automation of performance lifecycle - testing, monitoring, analysis and reporting integrated into CI/CD pipelines.

  • CI/CD Integration
  • Continuous Monitoring
  • Automated Reporting

Skills & Technologies

AI & Machine Learning

RAG MCP & Agent Development LLM Integration AI Observability Prompt Engineering Context Engineering Vibe Coding

AI Tools

Cursor Windsurf Claude Code Codex Copilot Gemini & CLI LangChain LangFuse CrewAI

Cloud & Container Technologies

AWS (EKS, ECR) Kubernetes Docker Argo CD Custom Container Images

Automation & CI/CD

Appium UIAutomator2 Playwright Jenkins Selenium

Profiling & Monitoring

Splunk Grafana JProfiler JMC Oracle AWR Android Studio Perfetto Chrome DevTools

Languages & Scripting

JavaScript Node.js Python Java Shell Script

Performance Testing

Apache JMeter K6 LoadRunner NeoLoad

Network & Debugging

Fiddler Wireshark Proxyman Perfecto Sauce Labs

Work Experience

Aug 2021 - Present

Lead Performance Engineer

Salesforce

Service Cloud - Field Service Mobile | Bengaluru

  • Mobile Performance Optimization: Lead performance engineering for Field Service Mobile application, optimizing performance across diverse Android devices including phones, tablets, embedded devices, and custom hardware platforms
  • Custom Tool Development: Built proprietary performance testing tools and automation frameworks from scratch, reducing manual analysis effort by 40% and script generation time from 2 weeks to 1 day; enabled 3500 tests per week (500 daily) vs 50 manual tests per week, achieving 70x productivity improvement
  • Cloud-Native Infrastructure: Designed and deployed scalable performance automation platform using Argo CD with custom container images on AWS ECR/EKS; framework adopted by 20+ scrum teams (200+ engineers) for execution, trending, and data analysis
  • Multi-Platform Device Infrastructure: Architected dual-cloud device testing infrastructure leveraging both Perfecto and Sauce Labs for comprehensive coverage; developed intelligent device utilization systems optimizing resource allocation, resulting in $250K annual cost savings
  • Automated Analysis & Intelligence: Developed intelligent algorithms for automated performance data analysis, anomaly detection, and RCA with self-service dashboards; built custom visualization dashboard tool storing test artifacts, errors, and failures to improve signal quality, reduce noise, and identify root causes of test flakiness
  • Device Vitals Monitoring: Built comprehensive device vitals monitoring system tracking CPU and memory usage per screen along with device-level power and temperature metrics, generating HTML reports correlating metrics with latency for actionable performance insights
  • Network Traffic Analysis: Developed network capturing tool that intercepts and analyzes traffic from application perspective, generating HTML reports with performance insights and optimization recommendations
  • Continuous Testing Integration: Integrated performance testing into CI/CD pipelines enabling continuous monitoring and early issue detection
Mar 2019 - Aug 2021

Performance Engineer

Oracle

Oracle Analytics Cloud - PaaS Service | Bangalore

  • Performance Engineering: Identified and resolved performance bugs in Oracle Data Gateway, BI Publisher, and Data Visualizer
  • Client-side Optimization: Conducted comprehensive client-side performance testing and optimized UI rendering for Analytics applications
  • CI/CD Automation: Automated Performance Testing, Monitoring, and Profiling phases in CI/CD pipeline using Jenkins, Grafana, Shell Scripts, Java & Python
  • Container Development: Developed Selenium & JMeter containers for automated End User Performance tests with integrated reporting
  • Tool Development: Created JMeter Utilities for Automated Correlation, Scripting Standards validation & Script Comparison
Dec 2013 - Feb 2019

Performance Test Engineer / Automation Specialist

Tata Consultancy Services

Chennai

  • Framework Development: Developed Automated Mobile End User Experience Framework and Performance Benchmarking Framework across industries
  • Performance Engineering: Identified and resolved performance bottlenecks for Vodafone's mobile application using Android Studio profiling
  • Large-scale Testing: Executed performance tests for multiple enterprise clients: Telia (7500 users), Tata Cliq (5000 users), Colruyt IoT (2000 users), LinkedIn mobile (250 users)
  • Multi-industry Experience: Delivered performance solutions across Telecom, Retail, Professional Networking, and Media sectors

Projects & AI Portfolio

AI Observability Platform

Next-generation observability and versioning platform specifically designed for AI-native applications, featuring system health monitoring, LLM tracing, and cost-to-serve analysis for comprehensive AI application performance tracking.

AI Observability LLM Tracing Cost Analysis
View on GitHub

Vibe Testing

AI-augmented testing platform that conducts comprehensive automated tests for any given URL with intelligent analysis and reporting capabilities.

Testing AI Automation
View on GitHub

Promptify

Interactive learning platform for Prompt Engineering education, making AI prompt optimization accessible and engaging through gamified learning experiences.

Education AI Prompts
View on GitHub

AI Video Analyzer & Generation

Intelligent video content analyzer that parses YouTube videos to extract keywords and generate metadata for AI-powered video generation using Sora and Veo.

Video AI Analysis
View on GitHub

Hearthly

AI-powered sustainable living platform providing personalized insights and information across all aspects of life to promote eco-friendly practices and sustainable lifestyle choices.

Sustainability AI Lifestyle
View on GitHub

Appointment Manager

Smart scheduling application with AI-driven appointment management, conflict resolution, and automated calendar optimization for seamless scheduling.

Scheduling AI Calendar
View on GitHub

Let's Connect

I'm always interested in discussing performance engineering, AI innovations, or potential collaborations. Feel free to reach out through any of the channels below.

Location

Bangalore, India

contact.sh
$ ./connect.sh --user navneet
[INFO] Initializing connection...
[SUCCESS] Connection established!
Available topics:
→ Performance Engineering
→ AI & Machine Learning
→ Custom Tool Development
→ Collaboration Opportunities
$ _