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Aishwarya RajawatAR
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Aishwarya Rajawat

@aishwaryarajawat

AI & Software Engineer | IIIT Kota CSE | LLM Evaluation & Terminal-Bench | AI Agents, Benchmarking, Backend & Full-Stack Engineering

India
Message

I’m a Computer Science graduate from IIIT Kota specializing in AI engineering, software engineering, LLM evaluation, and AI-agent benchmarking.

I have hands-on experience with Terminal-Bench 2 and frontier-model evaluation, where I create challenging, reproducible benchmark tasks across software engineering, debugging, cybersecurity, scientific computing, data processing, machine learning, games, and system administration.

My benchmark engineering work includes Docker-based environments, oracle/reference implementations, deterministic verifiers, automated test suites, reproducibility validation, failure analysis, and reward-hacking prevention. I enjoy designing tasks that require genuine engineering and reasoning rather than simple pattern matching.

Beyond evaluation, I have experience building AI and software systems using Python, FastAPI, Node.js, React, Docker, Linux/Bash, LangChain, CrewAI, RAG, vector databases, LLM APIs, and SQL/NoSQL databases. I have worked through AI/software engineering internships and freelance projects focused on AI agents, evaluation infrastructure, and production software.

I’m interested in working on frontier AI evaluation, coding-agent benchmarks, LLM/agentic systems, AI infrastructure, backend engineering, and challenging software-engineering problems.

Experience

Work history, roles, and key accomplishments

AL
Current

LLM Evaluator / Software Engineering Benchmark Author

AirDawg Labs

Jun 2026 - Present (3 months)

Author software engineering benchmark tasks for Project Sentinel Ultra and Terminus 2, evaluating advanced AI coding agents on realistic debugging, implementation, and repository-level problems. Design maintainer-style issues and build deterministic hidden test suites with reference implementations.

Education

Degrees, certifications, and relevant coursework

IK

Indian Institute of Information Technology Kota

Bachelor of Technology, Computer Science Engineering

2022 -

Pursuing a Bachelor of Technology in Computer Science Engineering, expected to graduate in 2026.

VS

Vivekanand Vidya Vihar H.S. School

Class XII, General

2020 - 2021

Grade: 91.2%

Completed Class XII with a percentage of 91.2%.

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