YATHIN G / FULL-STACK DEVELOPER / AI ENGINEERING STUDENT
I BUILD SYSTEMS THAT THINK.
I design and ship AI-powered web products, experimental interfaces, and systems that turn ideas into working software.
Who I am & How I construct systems.
WHO I AM
HOW I THINK
“I don't wait to be ready.
I build until I am.”
WHAT I BUILD
FUTURE VISION
Local LLM Orchestration
Running lightweight model loops locally with near-zero network roundtrips.
Spatial Multimodal AI
Developing vision co-processors parsing environments over real-time WebRTC streams.
How I Build Systems
01 / PROBLEM
Identifying bottlenecks, gaps, and human challenges.
Every build starts with a core friction. Whether it is MSME funding constraints in Indian financing, high voice co-processor latency, or ATS resume evaluation gaps, I define the functional constraint before writing any lines of code.
02 / RESEARCH
Auditing APIs, architectures, and capabilities.
I audit Groq API latencies, LiveKit WebRTC channels, and Supabase security policies. I study user behavior pipelines and structural requirements, ensuring the chosen tech stack supports the performance metrics required for production.
03 / PROTOTYPE
Validating assumptions with quick sandbox runs.
Proving the engineering loop. I construct small local voice handlers, basic document parses, or interactive discounted pool math modules. This guarantees that complex computational tasks remain feasible before scaling the backend.
04 / ARCHITECTURE
Structuring data models, security parameters, and routing.
Designing the system. I map database relations (Supabase/Postgres), schema structures, FastAPI router groups, local LLM context pipelines, and frontend states. Clean drawings prevent architectural debt during subsequent iterations.
05 / BUILD
Writing robust code, styled layouts, and UI transitions.
Constructing the core engine. Building reactive components with React, wiring up custom layout transitions with GSAP and Lenis, styling with clean Vanilla CSS variables, and creating responsive pages with Astro.
06 / SHIP
Deploying to high-performance edge hosting networks.
Pushing code live. Setting up CI/CD actions, configuring environment parameters, deploying API routers on performant hosting, and caching edge assets on global CDNs for minimal time-to-first-byte (TTFB).
07 / ITERATE
Monitoring performance logs, refining states, and polishing.
The continuous integration loop. Monitoring database reads, auditing user interactions, tweaking model prompt weights, lowering latency, and micro-refining styling and animations to establish premium product layouts.
Product Launches
Real-world applications built for scale, performance, and utility.
InvoiceFlow
Verified invoice financing for Indian MSMEs.
- Engineered automated GSTIN invoice parsing with multi-party digital signature validation.
- Built a secure discount pooling mechanism with Supabase Row-Level Security policies.
- Designed a real-time investment dashboard showcasing discounted yield parameters.
Invoice Upload
MSME uploads digital invoice invoices with GST credentials.
AI Verification
Llama-powered parsing validates invoice records in real-time.
Discount Pooling
Investors audit yield rates and fund verified discounting pools.
Escrow Payout
Escrow handles secure distribution to MSME ledgers.
Systems built to explore voice, vision, automation, and realtime AI.
SortMySkills
ATS resume clarity, job-fit metrics, and adaptive study roadmaps.
A student career-readiness portal that parses resumes and job specs to highlight skill gaps, estimate job match values, and map customized study schedules.
Interactive Tech Topology
Hover over any node in the network to inspect integration details.
Next.js
React framework for production grade app routing and SSR.
Supabase
PostgreSQL DB hosting, real-time channels, and Row-Level Security.
SQL
Relational database querying, index tuning, and robust schema designs.
AI Core
Model routing, Groq Llama co-processing, and Gemini vision streams.
FastAPI
High-performance Python backend routing with async pipelines.
LangChain
Context orchestration, prompt chains, and model agent logic.
JavaScript
Dynamic script scripting, interface logic, and DOM interactions.
C++
Underlying low-level logic, memory control, and algorithm speed.
A small command interface for exploring my work.
Click any action pill below or type directly into the terminal sandbox on the right. No real shell execution is conducted—it is a secure simulated environment to easily explore my background, stack, and launch live builds.
Let's build something that doesn't exist yet.
Always open to internships, core engineering roles, product collaborations, and sandbox experiments.