Eliya Abbas

Data Science Intern @ The Skybrisk

About

I’m an AI Engineer with strong foundations in Python, Machine Learning, and Generative AI systems.I build intelligent backend systems that combine:• Machine learning modeling• Feature engineering & validation• LLM-powered reasoning workflows• Prompt-optimized AI pipelinesMy recent work includes:– Designing a personalized LLM assistant (Portfolio AI)– Building a behavioral risk scoring ML engine (0–1000 scale)– Developing an AI-powered technical interviewer– Validating regression models with statistical diagnosticsI work at the intersection of ML engineering and practical AI deployment — transforming structured data and natural language into intelligent automation.Currently exploring scalable AI-native systems, backend ML architecture, and production-grade LLM workflows.Let’s connect if you're building AI-driven products or intelligent backend systems.

Country

India

City

Mumbai

Industry

Higher Education

Skill

Python (Programming Language), Generative AI, Machine Learning, Prompt Engineering, Large Language Models (LLM), Data Science, Data Gathering and Analysis, Feature Engineering, NumPy, Tableau, Google Analytics, Data Processing, Linear Regression, Statistical Analysis, LLM workflow Design, Hugging Face Products, Inferencing, PowerBI, EDA, Jupyter

Experience

Data Science Intern

The Skybrisk

2025-11 - Present · 11 mos

Mumbai

• Performed data preprocessing, cleaning, and exploratory data analysis (EDA) using Python to prepare datasets for analytical modeling • Designed structured SQL queries to extract, transform, and validate data from relational databases • Engineered features to support downstream machine learning workflows • Assisted in building analytical models and validating outputs for business reporting • Automated repetitive data preparation tasks, reducing manual effort by ~30% to improve reporting efficiency

Full-Stack Developer (Freelance)

Freelance | Self-Employed

2026-1 - Present · 9 mos

Mumbai

• Designed and developed backend-driven applications using FastAPI and REST architecture • Implemented scalable API endpoints integrated with MongoDB for dynamic data handling • Designed JWT-based authentication mechanisms for secure access control • Structured modular backend architecture to support AI workflow integration • Optimized request-response cycles for performance and scalability

Tableau Developer

Freelance | Self-Employed

2024-8 - 2026-1 · 1 yr 6 mos

Mumbai Metropolitan Region

• Developed interactive Tableau dashboards for HR and recruitment analytics • Cleaned and validated structured datasets to ensure reporting accuracy • Automated recurring reporting pipelines to reduce manual effort • Translated business requirements into visual insights and KPI-driven dashboards

Business Analyst (Technical / Web Implementation)

InteliHuman

2025-8 - 2025-10 · 3 mos

Mumbai

• Built a responsive, SEO-optimized static business website using HTML5 and TailwingCSS • Applied semantic markup and structured metadata to improve search visibility • Optimized layout and styling for performance and accessibility • Delivered a clean, lightweight web presence aligned with brand identity • Improved website load speed under 1 second • Increased online visibility through SEO-optimized structure • Delivered production-ready website within 8 days