Frontend Systems
Component architecture & motion design
Applied in
Portfolio, dashboards, landing experiences
What it solves
Motion-led interfaces that target Lighthouse 90+ and hold 60fps
Haresh Sainaath · AI & ML Engineering
Applied AI, spatial experiences, and full-stack products. Built with curiosity, engineered with intent.
Every line has purpose. Every system has logic.
Architecture. Performance. Scalability.
The proof follows












At a glance
Everything that matters, on one screen.
Curiosity
Understanding how things actually work
Learning
Breaking things, then rebuilding them better
Building
Ideas became products people could use
Engineering
Designing systems, not just solutions
Present
Shipping AI-driven products end to end
Products, prototypes & experiments
Systems scale.
Hacks don't.
Based in India, open to building globally.
03 · Capabilities
Four layers of the same craft - stacked the way I build them.
Component architecture & motion design
Applied in
Portfolio, dashboards, landing experiences
What it solves
Motion-led interfaces that target Lighthouse 90+ and hold 60fps
API design & data architecture
Applied in
Real-time apps, internal tools, tournament & inventory systems
What it solves
Normalized schemas, role-aware auth, real-time data flow
LLM tooling, retrieval & automation
Applied in
ForgeBot, Study Hub, voice agents, family chatbot
What it solves
Grounded retrieval and production-ready LLM workflows with safe defaults
System design & optimization
Applied in
Every shipped project - landing pages to full-stack apps
What it solves
Modular boundaries, observable hot paths, predictable scaling
Experience
Three internships in mobile products, industrial workflows, and applied machine learning shaped how I build.
June to August 2026
Mobile Application Developer Intern
Built and shipped Nexa Ride to the Apple App Store, then handed production maintenance to the Dendo team.
React Native · AWS · REST APIs
May to June 2026
Software Engineering Intern
Built voice-driven desktop tools that turn speech into maintenance form entries and reduce repetitive data entry.
Tauri · React · Python
July to August 2025
Machine Learning Intern
Trained and evaluated machine learning models and built dashboards to inspect trends and guide model tuning.
Python · TensorFlow · Data visualization
Currently representing Reskill as Campus Ambassador at Sri Krishna College of Technology.
Selected work · 26 projects
From study tools and household workflows to spatial calling and applied ML. Recent work first, with the context and source behind it.
Browse public repositoriesShowing 9 of 26 projects
Centralizes flood rescue requests with AI extraction, deduplication, a map, and volunteer coordination.
A Spring Boot flight-delay prediction service with Java XGBoost inference, Redis caching, and PostgreSQL audit logs.
Documentation Q&A combining keyword and dense retrieval, cross-encoder reranking, and source citations.
A HackFusion concept for multi-persona agents that audit application flows, security, and usability.
An aviation ML pipeline for flight-delay prediction and engine remaining useful life, with data-quality checks and model serving.
A Tauri desktop assistant scaffold for screen questions, spoken responses, and guided cursor-based demos on Windows.
Converts handwritten ledgers, product photos, and informal orders into structured business records.
An interpretable crop disease model that connects leaf images to six visible symptom concepts.
A motion-rich website redesign concept for Manastej, with responsive layouts and scroll-driven storytelling.
Look closer
Behind every interface: the data, decisions, and engineering that make it work.
05 · Mindset
Engineering is a series of decisions. Here's how I make them.
Performance First
Common approach
Add caching later, if it ever becomes a problem.
System approach
Design for performance from day one.
Performance is not a feature - it's a foundation. Retroactive optimization costs 10x more.
Scalability Thinking
Common approach
Build for the current requirements.
System approach
Design for 10x the current load.
Systems either scale or break. There's no middle ground when success hits.
Complexity Management
Common approach
More features mean more value.
System approach
Simpler systems are better systems.
Every line of code is a liability. The best code is code you don't write.
06 · Principles
Strong beliefs that shape every creation.
Performance metrics, user behavior, system health - everything quantified.
Slow interfaces are broken interfaces. Speed is a feature, not an afterthought.
Build for 10x current load. Design for 100x future growth.
Every line of code is a liability. The best code is code you don't write.
Motion should guide, inform, or delight. Never distract.
Every technical decision documented. Every rejected approach explained.
It's about building systems that survive contact with reality.
Systems that scale, perform, and evolve.
Systems that work when it matters.
The journey
I wanted to understand how things worked - so I took them apart.
I learned by breaking things and putting them back together better.
Ideas became things people could actually use.
Now I design systems, not just solutions.
Growth happens in layers, not leaps. Still shipping, still learning.
Designing moments that leave a trace.
If our paths align, let's connect and build something meaningful.
Experience, work & journey
Open source & product work
Professional presence
Let's connect together
Experience designer • Creative developer • Human-centered thinker