AI Evaluation Analyst & Systems Specialist
Computer Systems Engineering graduate (2:1 Honours) with Quality Engineering internship experience. Skilled in Python, SQL, data analysis, quality assurance, technical documentation, prompt engineering, workflow improvement, and analytical problem solving. Experienced following detailed specifications, maintaining high-quality documentation, and collaborating across teams. Seeking to contribute to frontier AI model evaluation through accurate, structured, high quality work.
Technical & Personal Skills
Creative & Analytical Mindset
Analytical & Adaptable Mindset
Driven by curiosity and attention to detail. Self-directed learner focused on analytical problem solving and high quality outcome standards.
Think. Write. Create.
Combining structured technical precision with creative intuition for prompt engineering, model evaluation, and clear technical documentation.
Latest Intellectual Focus & Model Evaluation Benchmarks
LLM Chain-of-Thought & Reasoning Trajectory Audits
Developing structured evaluation taxonomies for multi-step reasoning models. Analyzing edge-case logical fallacies, step skipping, hallucinated intermediate steps, and constraint satisfaction in complex prompts.
RLHF & DPO Preference Scoring Rubrics
Designing multi-dimensional preference ranking criteria for model alignment. Evaluating responses across helpfulness, factual accuracy, harmlessness, style guidelines, and tone consistency.
Industrial Quality Engineering Applied to AI Data
Translating Arla Foods root-cause analysis (8D / 5-Whys) into LLM output validation. Identifying systematic data corruption, dataset drift, annotation ambiguity, and failure propagation.
Work Experience
Quality Engineering Intern
- Analyzed operational and quality data to identify trends and improvement opportunities across production workflows.
- Performed detailed root cause analysis and documented findings to resolve quality bottlenecks.
- Maintained high-accuracy quality documentation and audit records in compliance with rigorous engineering standards.
- Collaborated closely with cross-functional production teams to improve operational reporting and processes.
- Supported continuous improvement initiatives through structured data analysis and technical documentation.
Education & Coursework
B.Eng. Computer Systems Engineering
Focused on computer systems architecture, data engineering, quality control, relational databases, software validation, and AI system evaluation principles.
Certificates & Credentials
Data Analysis with Python
IBM Certified
SQL & Relational Databases
IBM Certified
Prompt Engineering
AWS Training & Certification
Introduction to Data Science
Cisco Networking Academy
Introduction to Python
Microsoft Certified
Data Analytics Simulation
Deloitte Job Simulation
Data Engineering
DataCamp Certified
Cisco NetAcad Competition
2nd Rank National Honor
OpenCloud Penetration Testing
Self-Audit Security Specialist
Hackathon Participation
Volunteer & Technical Collaborator
Operations & Industrial Eng.
Siemens
Let's Connect & Collaborate
Currently open to roles in AI Model Evaluation, Prompt Engineering, Data Analytics, and Quality Engineering. Feel free to send a message or connect directly!
Direct Phone (Click to Call)
+91 8886244999Primary Email
saivardhanreddy313@gmail.comGitHub & Social Connect
Location & Mobility
Hyderabad, India / United Kingdom (Open to Remote & Onsite)
