Eliya Abbas: Frequently Asked Questions
Frequently Asked Questions
Common questions about my background, skills and availability.
Who is Eliya Abbas?
Eliya Abbas is an AI Engineer and Data Scientist based in Mumbai, India, with experience in data analytics, Python, business intelligence and AI-driven application development.
What experience does Eliya have in LLM evaluation and AI benchmarking?
As an AI Systems Evaluation Intern at AirDawg Labs (Coudal AI), Eliya evaluated LLM-generated code and responses for correctness and consistency, created and reviewed test cases, worked with the Terminal-Bench and SWE-Bench benchmarks, debugged execution failures, and ran prompt-based evaluations and model comparisons in Docker, Linux, Git and WSL environments.
What are Eliya's main technical skills?
AI and LLMs: Generative AI, LLM evaluation, AI benchmarking, prompt engineering and machine learning. Programming and backend: Python, SQL, FastAPI, REST APIs, JavaScript, React, Node.js, Express and MongoDB. Data and analytics: Pandas, Power BI, Tableau and Excel. Tools: Docker, Linux, Git and WSL.
What kind of projects has Eliya built?
The portfolio lists 19 projects and 5 Tableau dashboards, including a DeFi credit scoring model using KMeans on Aave V2 wallets, a Telco customer churn model with 0.842 ROC-AUC, an NLP movie recommender deployed on Streamlit, a flight delay prediction model, and a full-stack QR digital menu platform built with Node.js and MongoDB.
Does Eliya have data analytics and business intelligence experience?
Yes. Eliya delivered 100+ interactive Tableau dashboards for a US-based HR and recruitment client covering hiring KPIs, attrition, time-to-fill and headcount planning, and built IBM HR Analytics dashboards in both Power BI and Tableau. Eliya also worked as a Data Science Intern at The SkyBrisk using Python and SQL.
Can Eliya build full-stack and backend applications?
Yes. Eliya built a backend with FastAPI, MongoDB and JWT authentication as a freelance developer, and has built web applications with React, Node.js, Express and MongoDB, including an AI-assisted portfolio chatbot and a QR-based digital menu platform.
What is Eliya's educational background?
Eliya holds a Bachelor of Engineering in Computer Science Engineering (AI & ML) from M.H. Saboo Siddik College of Engineering, Mumbai, and a Diploma in Computer Science. Certifications include Google Cloud (data, ML and AI foundations, infrastructure, cloud computing fundamentals and networking) and AWS Academy Cloud Foundations.
Is Eliya open to new opportunities?
Yes. Eliya is open to opportunities in AI/ML engineering, LLM evaluation, generative AI, data science and AI systems development, and is based in Mumbai, Maharashtra, India.
Which languages does Eliya speak?
English (full professional proficiency), Hindi (native or bilingual) and Marathi (professional working proficiency).
How can I contact Eliya or get the resume?
Email eliyaasayyed@gmail.com, connect on LinkedIn, or view and download the resume.