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Siddhi DokaniaSD
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Siddhi Dokania

@siddhidokania

I build production full-stack web applications and evaluate LLMs for reliable AI systems.

India
Message

I'm a full-stack dev who likes owning projects end-to-end. I co-founded BeJeweled, a live silver jewellery brand, and built the whole platform solo — React on the frontend, a Sanity Studio CMS so we can update 200+ products and pricing without touching code, and the full purchase flow (cart, Clerk auth, checkout), all shipped on Vercel with CI/CD running behind it.

Alongside that, I've done a good amount of LLM evaluation work — head-to-head comparisons across 10+ projects, writing the adversarial prompts and code-execution tasks that actually break models, and building grading criteria in containerized environments so the checks hold up. I did similar work at Ethara AI, evaluating outputs against structured rubrics and helping validate training data that fed into post-training.

Experience

Work history, roles, and key accomplishments

BJ
Current

Co-Founder & Full-Stack Developer

BeJeweled Silver Jewellery

Dec 2025 - Present (10 months)

Co-founded a live silver-jewellery e-commerce brand and built the platform end-to-end as sole developer, from React architecture to production deployment on Vercel with automated CI/CD. Engineered a headless CMS with Sanity Studio to manage 200+ product listings and delivered a conversion-focused storefront with a complete purchase flow.

FR

Freelance AI Evaluation & Training Contractor

Freelance

May 2026 - Aug 2026 (3 months)

Ran head-to-head evaluations of competing LLM outputs across 10+ projects, scoring correctness, reasoning, and instruction-following to produce human-preference data for model training. Authored adversarial prompts and code-execution tasks to surface reasoning errors and hallucinations, and wrote grading criteria and reproducible containerized task environments.

EA

LLM Post-Training Intern

Ethara AI

Apr 2026 - May 2026 (1 month)

Evaluated LLM outputs against structured rubrics and documented edge cases to inform post-training improvement cycles, contributing human feedback used in model alignment. Structured and validated large-scale training/evaluation datasets and analyzed model behavior within production AI data pipelines.

Education

Degrees, certifications, and relevant coursework

KIIT logoKI

KIIT

B.Tech, Computer Science & Communication Engineering

2022 -

Grade: 8.13/10

Pursuing a B.Tech in Computer Science & Communication Engineering, with a CGPA of 8.13/10.

Coursera logoCO

Coursera

Meta: Version Control with Git & GitHub, Software Development

2025 - 2025

Completed certification in Version Control with Git & GitHub.

Coursera logoCO

Coursera

IBM Exploratory Data Analysis for ML, Data Science

2025 - 2025

Completed certifications in Exploratory Data Analysis for ML, Version Control with Git & GitHub, and Programming with JavaScript.

Coursera logoCO

Coursera

Meta: Programming with JavaScript, Programming

2025 - 2025

Completed certification in Programming with JavaScript.

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