Siva Kumar — Backend Engineer
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
Stackforce AI infers this person is a SaaS-focused Frontend Engineer with expertise in AI/ML product development.
Location: Hyderabad, Telangana, India
Experience: 7 yrs 7 mos
Skills
- Backend Development
- Mlops
- Frontend Architecture
- Ai/ml Product Development
- Frontend Development
- State Management
Career Highlights
- Architected scalable Microfrontend architecture.
- Achieved 600x performance breakthrough in AI workflows.
- Mentored engineers to enhance team capabilities.
Work Experience
Cloudangles
Backend Developer (Python/FastAPI) | MLOps & Data Pipeline Automation | AI-Assisted Workflows (1 mo)
Lead Frontend Engineer - AI/ML Products (9 mos)
GlobalLogic
Senior Software Engineer (2 yrs 1 mo)
Altimetrik
MERN STACK DEVELOPER (2 yrs 5 mos)
Infinite Computer Solutions
React Developer (1 yr 2 mos)
i2Nexus Technologies
Senior React Developer (7 mos)
Pegasystems
MERN Stack Developer (8 mos)
Knowledge Lens
Frontend Developer (10 mos)
Education
Bachelor's degree at Sri Krishnadevaraya University