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Boond BhawnaniBB
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Boond Bhawnani

@boondbhawnani

AI Prompt Engineer specializing in LLM orchestration, multilingual prompt localization, and structured outputs for high-throughput GenAI marketing.

India
Message

What I'm looking for

I’m looking to lead production-grade LLM orchestration and multilingual prompt systems that ship fast, measure outcomes (CTR/CPC/CVR/ROAS), and turn prompt changes into reliable structured outputs.

I’m an AI Prompt Engineer with 5+ years applying LLM orchestration (Claude 3, GPT-4) to production marketing and creative systems. I build system prompt design, prompt chaining, few-shot/zero-shot evaluation, and structured output engineering for generative content pipelines—so the outputs land cleanly in downstream systems as ready-to-use assets.

I’ve delivered measurable outcomes in e-commerce and B2C SaaS, including 60% faster creative cycles and 3x asset throughput via engineered GenAI workflows. I architect multilingual prompt localizer systems (EN, Japanese N2, Korean TOPIK 5, Spanish) and use A/B prompt testing, output quality scoring, and CTR/CPC/CVR telemetry (GA4, ROAS attribution modeling) to improve conversion performance across Asian and Western audiences.

Experience

Work history, roles, and key accomplishments

IC
Current

AI Prompt Engineer

Independent Consultant

Jan 2023 - Present (3 years 5 months)

Architected multi-stage LLM prompt chains and system prompt templates (Claude 3, GPT-4), reducing creative production cycles by 60% and tripling asset throughput across 35+ e-commerce accounts. Engineered few-shot/zero-shot frameworks with structured JSON outputs and multilingual prompt localization (EN/JA/KO/ES), alongside CTR/CPC/CVR telemetry to optimize ROAS and suppress CPA floors.

Education

Degrees, certifications, and relevant coursework

AF

Advanced Paid Media Architecture & Generative AI Prompt Engineering Frameworks

Professional Development (Continuous Research), Generative AI Prompt Engineering & Paid Media Architecture

Engaged in ongoing professional development and continuous research in paid media architecture and generative AI prompt engineering frameworks.

DM

Diploma in Digital Marketing & Social Media Management

Diploma, Digital Marketing & Social Media Management

2023 - 2024

Completed a diploma focused on performance telemetry, algorithmic bidding, and paid media systems strategy from 2023 to 2024.

JT

JLPT (Japanese Language Proficiency Test)

JLPT N2, Japanese Language

Achieved Japanese language proficiency at JLPT N2 level.

TK

TOPIK (Test of Proficiency in Korean)

TOPIK Level 5, Korean Language

Achieved Korean language proficiency at TOPIK level 5.

Tech stack

Software and tools used professionally

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