Open to opportunities

Avantika Mishra

@avantikamishra2

Message

I evaluate LLMs and build responsive frontend applications for enterprise SaaS products.

India

Message

What I'm looking for

I'm looking for opportunities where I can improve LLM quality through evaluation, annotation, prompt testing, and frontend validation while contributing to reliable, compliant, user-focused products.

I've evaluated and annotated multimodal LLM data at Biz-Tech Analytics and Innodata India, improving document parsing, instruction adherence, response quality, and model alignment.

I assess PDF reading order, visual hierarchy, form fields, tables, hallucinations, factual accuracy, and AI-generated frontend code. I also apply technical rubrics and annotation guidelines to deliver consistent, gold-standard training data.

Previously at MASYS Technologies LLP, I built responsive web applications using HTML, CSS, JavaScript, Bootstrap, and Tailwind CSS. I led frontend developers, designers, and QA engineers while collaborating with backend teams, product managers, and stakeholders.

My work includes healthcare SaaS portals, React Native theme customization, technical documentation, and ISO 27001, SOC2, GDPR, and HIPAA-aligned processes.

Experience

Work history, roles, and key accomplishments

Current

AI/ LLM Annotator

Current

Biz-Tech Analytics

Jul 2026 - Present (1 month)

Executed high-precision structural and layout annotations on complex PDF documents to train, evaluate, and benchmark multimodal LLM document parsing capabilities. Assessed visual hierarchy, reading order, form fields, and tabular data extraction to ensure model alignment and accuracy.

Document Layout Parsing Visual Hierarchy Model Alignment Prompt Testing Heuristic Analysis Hallucination Detection Functional Testing Documentation ISO 27001 SOC2 GDPR ChatGpt Perplexity

Analyst - AI/ LLM

Innodata India Private Limited

Apr 2026 - Jul 2026 (3 months)

Executed high-complexity tasks to fine-tune Large Language Models, improving model safety, honesty, helpfulness, and instruction-following capabilities. Evaluated AI-generated responses for instruction adherence, contextual relevance, logical consistency, and multi-step reasoning accuracy.

LLM Fine tuning Model Alignment Data Annotation Multimodal Datasets HTML CSS UI Components Heuristic Analysis Hallucination Detection Prompt Testing Cross Functional Collaboration

Frontend Web Developer and Team Manager

MASYS Technologies LLP

Apr 2025 - Jan 2026 (9 months)

Led a cross-functional team of frontend developers, designers, and QA engineers to deliver responsive, user-focused web applications aligned with business goals. Collaborated with backend teams and product managers to define UI/UX requirements and streamline workflows.

HTML CSS JavaScript Bootstrap Team Leadership Cross Functional Collaboration Sprint Planning System Architecture Performance Security

Frontend Web Developer

MASYS Technologies LLP

Sep 2021 - Mar 2025 (3 years 6 months)

Collaborated with stakeholders including business analysts, backend developers, testers, and client's UAT team to translate business requirements into responsive and interactive web solutions using HTML, CSS, JavaScript, and Bootstrap. Ensured cross-browser compatibility and responsiveness on multiple devices.