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I build systems.

Not just screens. Not just code. Systems that scale, think, and perform.

Engineering clarity.

Every line has purpose. Every system has logic.

Systems over features.

Architecture. Performance. Scalability.

The proof follows

ABOUT ME

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Haresh Sainaath

20 India AI & ML Engineering Student
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Bachelor of Engineering

Artificial Intelligence & Machine Learning Sri Krishna College of Technology
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Personal Traits

Focused Detail-oriented Calm under pressure Consistent
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Currently exploring

AI systems & product design Focused on Building meaningful digital experiences
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Interests

Design • Motion • Systems
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Based in India.

Open to building globally.
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At a glance

The snapshot

Everything that matters, on one screen.

The journey
  • 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

Daily stack
Next.jsReactTypeScriptTailwindFramer MotionGSAPNode.jsNext.jsReactTypeScriptTailwindFramer MotionGSAPNode.js
PythonLangChainRustPostgreSQLSupabaseFirebasePrismaPythonLangChainRustPostgreSQLSupabaseFirebasePrisma
Shipped

0+

Repositories — products, tools & experiments

Operating principle

Systems scale.
Hacks don't.

Reach me

Based in India — open to building globally.

Start a conversation

03 · Capabilities

Ways I Create

Four layers of the same craft — stacked the way I build them.

01

Frontend Systems

Component architecture & motion design

ReactNext.jsTypeScriptTailwindFramer MotionGSAP

Applied in

Portfolio, dashboards, landing experiences

What it solves

Motion-led interfaces that target Lighthouse 90+ and hold 60fps

02

Backend Systems

API design & data architecture

Node.jsFirebasePostgreSQLSupabasePrisma

Applied in

Real-time apps, internal tools, tournament & inventory systems

What it solves

Normalized schemas, role-aware auth, real-time data flow

03

AI / LLM Systems

LLM tooling, retrieval & automation

PythonLangChainOpenAIRAGVector stores

Applied in

ForgeBot, Study Hub, voice agents, family chatbot

What it solves

Grounded retrieval and production-ready LLM workflows with safe defaults

04

Architecture & Performance

System design & optimization

Edge runtimeCDNCachingObservability

Applied in

Every shipped project — landing pages to full-stack apps

What it solves

Modular boundaries, observable hot paths, predictable scaling

04 · Selected work

Things I've built

LLM ForgeBot
01

LLM ForgeBot

Multi-purpose AI toolkit with LLM-powered automation and analytics.

LLMNext.jsAutomation
View
AI Study Hub
02

AI Study Hub

Exam-oriented AI platform that turns raw notes, PDFs, and PPTs into structured study kits.

AIEdTechRAG
View
PodJam
03

PodJam

Real-time social music streaming where friends jam together in perfect sync.

Real-timeWebSockets
View
Family Chatbot
04

Family Chatbot

An emotionally intelligent AI companion that keeps families connected and supported.

LLMCare
View
Esports Tournament
05

Esports Tournament

Full-stack platform for large-scale Free Fire tournaments with real-time updates and an admin dashboard.

Full-stackReal-time
View
SKCT Automated Timetable
06

SKCT Automated Timetable

Automated timetable generation that eliminates scheduling conflicts and optimizes resource allocation.

OptimizationTypeScript
View
Trip Bharat
07

Trip Bharat

Full-stack app for managing and displaying trip schedules for students and faculty.

Full-stackTravel
View
W
08GitHub

Win-Clicky

Lightweight Windows automation utility in Rust — systems-level fluency outside the web stack.

RustDevtool
Repo
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09GitHub

HackAura

Hackathon project built end-to-end under time pressure. Python core, focused scope, shipped.

PythonHackathon
Repo
VA
10Private

Voice Agents

A line of conversational voice agents — including a dental clinic agent and a reusable setup pipeline.

Voice AILLM
View
SG
11Private

Stock Guardian

Personal-finance guardrail tool with watchlists, alerts, and a clean reporting surface.

FinanceTypeScript
View

Look closer

Systems beneath the surface

Most people see the screen.

05 · Mindset

How I Think

Engineering is a series of decisions. Here's how I make them.

1

Performance First

How do you approach performance?

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.

Audit at the end → Budget upfrontReactive fixes → Telemetry-first
2

Scalability Thinking

How do you design for growth?

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.

Single-region → Region-awareSync everything → Event-driven
3

Complexity Management

How do you handle complexity?

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.

Layers stacked → Layers earnedAdd deps freely → Earn every dep

06 · Principles

What Guides My Work

Strong beliefs that shape every creation.

📊

If it's not measurable, it's not done.

Performance metrics, user behavior, system health — everything quantified.

Performance is UX.

Slow interfaces are broken interfaces. Speed is a feature, not an afterthought.

🧱

Systems scale. Hacks don't.

Build for 10x current load. Design for 100x future growth.

✂️

Complexity is the enemy of reliability.

Every line of code is a liability. The best code is code you don't write.

🎬

Animation without purpose is noise.

Motion should guide, inform, or delight. Never distract.

⚖️

Trade-offs are explicit. Assumptions are challenged.

Every technical decision documented. Every rejected approach explained.

This isn't just about code quality.

It's about building systems that survive contact with reality.
Systems that scale, perform, and evolve.
Systems that work when it matters.

The journey

How I got here

Chapter 01

Curiosity

I wanted to understand how things worked — so I took them apart.

Chapter 02

Learning

I learned by breaking things and putting them back together better.

Chapter 03

Building

Ideas became things people could actually use.

Chapter 04

Engineering

Now I design systems, not just solutions.

Chapter 05

Present

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 designer • Creative developer • Human-centered thinker