S

Siva Kumar

Backend Engineer

Hyderabad, Telangana, India7 yrs 7 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Architected scalable Microfrontend architecture.
  • Achieved 600x performance breakthrough in AI workflows.
  • Mentored engineers to enhance team capabilities.
Stackforce AI infers this person is a SaaS-focused Frontend Engineer with expertise in AI/ML product development.

Contact

Skills

Core Skills

Backend DevelopmentMlopsFrontend ArchitectureAi/ml Product DevelopmentFrontend DevelopmentState Management

Other Skills

FastAPIData Pipeline AutomationAI-Assisted WorkflowsReact.jsNext.jsData StructuresJavaScriptPerformance ImprovementLighthouseAngularJSTypeScriptReduxGraphQLRedux ThunkD3.js

About

I don't just build frontends — I architect systems that scale and engineer teams that grow. As a Lead Frontend Engineer on AI-powered SaaS products I own the full spectrum — from high-level architectural decisions to hands-on performance engineering to mentoring engineers into independent contributors. Systems I've Architected: Designed scalable Microfrontend architecture with 8+ independent modules using Webpack Module Federation across React.js, Vue.js, and Next.js — built for teams to ship independently without stepping on each other designed to scale to 50+ modules without restructuring. Engineered a 600x performance breakthrough — reduced AI workflow execution from 3 minutes → 0.3 seconds through systematic optimization: code splitting, memoization, Redux state redesign and API response caching. 📦 Reduced bundle size, improved Core Web Vitals (LCP, FID, CLS), resolved memory leaks across long-running SaaS sessions — creating frontend infrastructure that performs at scale, not just at demo. 🔗 Built real-time AI/ML data integration layers — handling live model outputs, complex state transitions, and high-frequency API streams without compromising UI responsiveness. Teams I've Grown: Mentored and upskilled frontend engineers conducting structured code reviews architectural walkthroughs and 1:1 technical guidance that reduced onboarding time and raised the team's overall engineering bar. Led architectural decision-making across the full SDLC — translating ambiguous business requirements into scalable, maintainable frontend systems aligned with long-term product goals. Established frontend standards and best practices — from component design principles to state management patterns — creating systems that junior and mid-level engineers can confidently build on. My Engineering Philosophy: "Good architecture is invisible. Great architecture scales without being rewritten." I build frontends that business teams trust, engineers enjoy working in, and users never think about — because everything just works. Core Stack: React.js · Next.js · Vue.js · Redux · TypeScript · Webpack Module Federation · GraphQL · REST · Core Web Vitals · System Design · Technical Leadership · Mentorship

Experience

7 yrs 7 mos
Total Experience
1 yr 3 mos
Average Tenure
9 mos
Current Experience

Cloudangles

2 roles

Backend Developer (Python/FastAPI) | MLOps & Data Pipeline Automation | AI-Assisted Workflows

Mar 2026Present · 1 mo · Hyderabad, Telangana, India · On-site

  • Built and enhanced FastAPI backend services for AI-assisted data pipeline code generation.
  • Extended pipeline support for multimodal inputs, including audio datasets (.wav, .mp3) with metadata extraction (duration, sample rate, file size).
  • Implemented ZIP ingestion flow with safe extraction, recursive file-type detection, and reusable routing handlers across CSV, image, and audio.
  • Added modular transformation and visualization layers while preserving stable production business logic.
  • Improved frontend-backend contract by enforcing modality fields (input_type, data_type, dataset_details) for reliable audio-specific generation.
  • Added regression tests and local fallback handling to improve reliability during dev and integration environments.
FastAPIData Pipeline AutomationAI-Assisted WorkflowsBackend DevelopmentMLOps

Lead Frontend Engineer - AI/ML Products

Jul 2025Present · 9 mos · Hyderabad, Telangana, India · On-site

  • At Cloudangles, I spearheaded the frontend architecture for AI/ML products, focusing on creating intuitive user interfaces that enhance user experience. My role involved optimizing performance for data visualization and real-time updates while collaborating with diverse teams to align product strategies with market demands. I also mentored teams to uphold development standards and foster innovation in AI/ML technologies.
React.jsNext.jsData StructuresJavaScriptPerformance ImprovementLighthouse+2

Globallogic

Senior Software Engineer

Jun 2023Jul 2025 · 2 yrs 1 mo · Hyderabad, Telangana, India · On-site

  • Developed and maintained front-end applications using React.js, AngularJS, and TypeScript.
  • Implemented Redux for efficient state management, enhancing application performance.
  • Collaborated with cross-functional teams to deliver high-quality, production-ready software.
React.jsAngularJSTypeScriptReduxGraphQLFrontend Development+1

Altimetrik

MERN STACK DEVELOPER

Jan 2021Jun 2023 · 2 yrs 5 mos · Bengaluru, Karnataka, India · On-site

AngularJSTypeScriptRedux Thunk

Infinite computer solutions

React Developer

Oct 2020Dec 2021 · 1 yr 2 mos · Bangalore Urban, Karnataka, India

  • Built User Interface for Forex at single-handedly, from scratch.
  • Primarily used React along with redux for web and Weex along with Vue for developing cross-platform mobile app.
React.jsAngularJSTypeScriptRedux Thunk

I2nexus technologies

Senior React Developer

Mar 2020Oct 2020 · 7 mos · Bengaluru, Karnataka, India

  • Collaborated with the Customer Experience team to enhance the onboarding flow, resulting in a conversion rate increase from 4% to 10.6%.
  • Designed and implemented the Khabri customer tracking service, integrating it with Mixpanel and other analytics tools.
  • Developed SEO enhancements and a jiffy loading model for the frontend to improve user experience.
  • Built a product from scratch and devised strategies for seamless scaling.
TypeScript

Pegasystems

MERN Stack Developer

Jun 2019Feb 2020 · 8 mos · Bangalore

  • Started an online news portal in 3rd year of graduation right from college hostel
  • Built a strong team of 20+ people and scaled to 10+ niche in just a few months
  • Designed a strategy to get 100% organic traffic with almost Zero investment model
TypeScript

Knowledge lens

Frontend Developer

Aug 2018Jun 2019 · 10 mos · India · On-site

  • Developed and maintained responsive web applications using HTML5, CSS3, and JavaScript.
  • Built dynamic UI components and single-page applications (SPAs) using Angular.
  • Optimized web performance and ensured cross-browser compatibility.
  • Collaborated with backend teams to integrate APIs and enhance user experience.
  • Worked in an Agile environment, actively participating in sprint planning and code reviews.
D3.jsReact.jsJavaScriptHTMLTypeScriptWebpack+1

Education

Sri Krishnadevaraya University

Bachelor's degree — Computer Science

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