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Pankaj Ruwali

@pankajruwali

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I evaluate LLM solutions and build real-time ML apps, turning data into reliable, optimized systems.

Zimbabwe

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What I'm looking for

I’m looking to work with a team that builds and evaluates AI systems end-to-end—shipping reliable ML features, improving real-time performance, and collaborating with modern full-stack tools.

I’m an AI Evaluation Engineer who evaluates LLM-generated solutions on real-world open-source PRs and contributes to benchmark datasets for training and evaluating frontier AI models. I use ClaudeAI to analyze and validate coding tasks, with a focus on correctness, quality, and measurable performance.

I also build practical AI products: I engineered a face detection and recognition attendance system with OpenCV and Python, reaching 95% accuracy on 100+ student entries and cutting processing time by 35ms through optimized implementation. On the product side, I developed a full-stack disaster management platform using React and FastAPI with real-time SOS alerts, location-based emergency updates, role-based access, and scalable backend services; it earned recognition as the “Best Project of the Semester.”

Experience

Work history, roles, and key accomplishments

AI Evaluation Engineer

AirDawg Labs

Mar 2026 - May 2026 (2 months)

Evaluated LLM-generated solutions on real-world open-source PRs and contributed to benchmark datasets for training and evaluating frontier AI models. Used ClaudeAI to analyze and validate coding tasks.

LLM Evaluation Open Source PR Analysis Frontier Models Prompt Model Analysis Machine Learning

Education

Degrees, certifications, and relevant coursework

Graphic Era Hill University

Bachelor of Technology

2023 - 2027

Grade: CGPA-7.4

Activities and societies: Projects: Face Detection and Recognition Attendance Marking System (OpenCV/Python), 95% accuracy on 100+ faces; Disaster management platform (React, FastAPI) with real-time SOS and emergency alerts.

Bachelor of Technology program at Graphic Era Hill University (Aug 2023–Jul 2027) with CGPA 7.4. Developed an AI-driven face detection and recognition attendance system (Best Project of the Semester) and a React/FastAPI disaster management platform.