Aravind
Baranitharan
Building product-grade web and AI experiences that feel fast, memorable, and conversion-ready.
Who I Am?— and —What I Do?
AI Engineer at Tata Consultancy Services by day — production LLM systems, retrieval pipelines, and the evaluation infrastructure that keeps them honest. By craft, an independent product engineer shipping web and AI experiences end to end. One operator who owns the outcome.
Tight
Loops.
Honest
Demos.
Weekly demos. No throwaway prototypes. You see the product compound every Friday — not a slide deck, the real thing running on your domain.
Define the wedge. Cut anything that does not move a metric or a feeling.
Production code from day one. UI, API, and the AI layer threaded together.
Deployed, instrumented, handed over with docs and a roadmap for what comes next.
What
I Build
With.
Boring stack on purpose. Stable foundations let the interesting work happen upstream — in the product, the model, and the judgement calls between them.
The
Experience.
2yrs+
Shipping LLM systems, retrieval pipelines, and eval infrastructure for enterprise scale.
10+
Web and AI products taken from rough sketches to deployed, instrumented launches.
<2s
What I design for. Latency is a feature, not an afterthought.
Production code, not screenshots. Every number above maps to something live — auditable in case studies or in repos.
How I
Use AI.
Ship the loop, not the prompt.
Models hallucinate. Pipelines don’t have to.
Vibes scale to zero. Evals scale to production.
Ready
To
Build?
Bring a problem worth solving. I'll bring the plan, the build, and the polish.
CUSTOM WEB APPS
Build fast, scalable applications with modern stacks and strong UX foundations.
AI + LLM INTEGRATIONS
Integrate retrieval, agent workflows, and model APIs into production-ready products.
SAAS PRODUCT BUILD
Go from concept to launch with robust architecture, analytics, and iteration loops.
GEN AI DEVELOPMENT
Design tailored AI experiences for business workflows, support, and internal tooling.
CASE STUDIES
Selected builds where product strategy, visual systems, and execution quality move together.
Lowkey Reach
Warrior
A goal-driven experience designed to build consistency through challenge-based progress and activity tracking.
Skin Cancer Model
A healthcare ML workflow for assisting skin lesion analysis using image-driven risk prediction.
Heart Rate Using Camera
A computer-vision experiment to estimate heart rate through camera-based color variation and signal processing.
LET'S BUILD
Share your project details and goals. I will get back with a clear plan and next steps.