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Khyati Agarwal

AI/ML Engineer (Contract) | Freelance

India flagBengaluru, India
$40.00/hrEntry LevelDon T Disclose

Key Skills

Software

Don't disclose

Top Subject Matter

Business process automation
Sales Domain Expertise
Ticketing Domain Expertise

Top Data Types

TextText
VideoVideo
DocumentDocument

Top Task Types

Prompt Response Writing SFT

Freelancer Overview

AI/ML Engineer (Contract) | Freelance. Brings 7+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Engineering, BITS Pilani (2020). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT).

Entry LevelEnglishHindi

Labeling Experience

AI/ML Engineer (Contract) | Freelance

TextPrompt Response Writing SFT
Integrated and designed human-in-the-loop checkpoints and guardrail frameworks to ensure reliability and trust in AI-assisted workflows, including LLM output quality. Prototyped and evaluated LLM prompt chains for use cases such as ticket triage, sales note summarization, and document/video summarization, focusing on accurate and contextual AI-generated outputs. Worked with multiple clients to implement and ship LLM integrations, emphasizing responsible and efficient AI workflow adoption. • Set up guardrail architectures to reduce hallucinations and improve alignment of responses. • Built and refined prompt chains for prompt engineering and AI-assisted manual validation workflows. • Worked directly with business users to capture feedback and adapt AI systems based on real-world performance. • Delivered weekly sprint-based solutions, ensuring rapid integration and knowledge transfer to clients.

Integrated and designed human-in-the-loop checkpoints and guardrail frameworks to ensure reliability and trust in AI-assisted workflows, including LLM output quality. Prototyped and evaluated LLM prompt chains for use cases such as ticket triage, sales note summarization, and document/video summarization, focusing on accurate and contextual AI-generated outputs. Worked with multiple clients to implement and ship LLM integrations, emphasizing responsible and efficient AI workflow adoption. • Set up guardrail architectures to reduce hallucinations and improve alignment of responses. • Built and refined prompt chains for prompt engineering and AI-assisted manual validation workflows. • Worked directly with business users to capture feedback and adapt AI systems based on real-world performance. • Delivered weekly sprint-based solutions, ensuring rapid integration and knowledge transfer to clients.

2023 - 2026

Senior Software Engineer | Energy Exemplar

TextPrompt Response Writing SFT
Prototyped and evaluated LLM agents for incident triage, documentation generation, and natural-language-to-SQL tasks, focusing on data preparation, prompt engineering, and privacy guardrails. Developed prompt chains and human-in-the-loop checkpoints to test LLM output reliability and safety. Drove alignment of internal engineering priorities using CRM escalation data from LLM-assisted triage and summarization outputs. • Built pilots for AI-assisted workflows integrating Python, ReactJS, Azure, and OpenAI/Anthropic APIs. • Designed privacy and guardrail frameworks to mitigate risks in LLM-generated content. • Facilitated feedback-driven improvements based on observed utility in real-world business settings. • Coordinated experimentation and evaluation cycles to measure impact of LLM agents on operations.

Prototyped and evaluated LLM agents for incident triage, documentation generation, and natural-language-to-SQL tasks, focusing on data preparation, prompt engineering, and privacy guardrails. Developed prompt chains and human-in-the-loop checkpoints to test LLM output reliability and safety. Drove alignment of internal engineering priorities using CRM escalation data from LLM-assisted triage and summarization outputs. • Built pilots for AI-assisted workflows integrating Python, ReactJS, Azure, and OpenAI/Anthropic APIs. • Designed privacy and guardrail frameworks to mitigate risks in LLM-generated content. • Facilitated feedback-driven improvements based on observed utility in real-world business settings. • Coordinated experimentation and evaluation cycles to measure impact of LLM agents on operations.

2022 - 2023

Education

B

BITS Pilani

Bachelor of Engineering, Electrical and Electronics Engineering

Bachelor of Engineering
2020 - 2020

Work History

F

Freelance

AI/ML Engineer (Contract)

Bengaluru
2023 - 2026
E

Energy Exemplar

Senior Software Engineer

Bengaluru
2022 - 2023