Eliya Abbas: Work Experience
Experience
Professional journey, internships and freelance work that shaped my career.
AI Systems Evaluation Intern
AirDawg Labs (Coudal AI)
Evaluated LLM-generated code and responses for correctness and consistency; created and reviewed test cases; worked on Terminal-Bench and SWE-Bench benchmarks; debugged execution failures; used Docker, Linux, Git and WSL for reproducible evaluation workflows; ran prompt-based evaluations and AI model comparisons.
Full-Stack Developer (Freelance)
Self-Employed
Built backend-driven applications with FastAPI and REST architecture, MongoDB-backed API endpoints, JWT authentication, and a modular backend designed for AI workflow integration.
Data Science Intern
The SkyBrisk
Built a content-based Movie Recommendation System (TMDB, 4,800+ titles) with NLTK and cosine similarity, deployed on Streamlit. Ran EDA on 7,000+ Telco churn records with 15+ engineered features, analysed 8,800+ Netflix titles, and automated data preparation to cut manual effort by ~30%.
Business Intelligence Developer / Tableau Developer
Self-Employed
Delivered 100+ interactive Tableau dashboards for a US-based HR and recruitment client (hiring KPIs, attrition, time-to-fill, headcount planning). Built IBM HR Analytics dashboards in Power BI and Tableau and a customer trial conversion and retention dashboard.
Business Analyst (Technical / Web Implementation)
InteliHuman
Built a responsive, SEO-optimized static website with HTML5 and TailwindCSS, loading in under 1 second and delivered production-ready within 8 days.
Business Analyst
Codveda Technologies
Business analysis work in Mumbai, India.
Data Analyst
One IT Tech
Containerized Spark-based data processing jobs with Docker for environment parity across AWS/Azure, and migrated legacy flat-file datasets to cloud storage (S3/GCS) with lifecycle policies and IAM roles.
Data Science Intern
CodSoft
Worked on machine learning classification projects, feature engineering and supervised learning.