Habeeba Siddiqui

ML Engineer

📍 Chh.Sambhajinagar, Maharashtra, India

🟢Aping In

ML Engineer fresher with hands-on experience building production RAG pipelines and end-to-end ML systems. Strong foundation in model evaluation, trade-off analysis, and translating business constraints into modelling decisions. Focused on building explainable, deployable, and cost-aware ML solutions.

Work Preferences

Salary

USD 6,480 – 8,000

Skills

Pandas8/10

Python8/10

NumPy7/10

Machine Learning7/10

Feature Engineering7/10

Scikit-learn (7/10)Model Evaluation (7/10)XGBoost (6/10)FastAPI (6/10)Git/GitHub (6/10)Keras (6/10)LangChain (6/10)Streamlit (6/10)TensorFlow (6/10)Data Visualization (6/10)RAG Pipelines (6/10)SQL (6/10)PostgreSQL (5/10)REST APIs (5/10)GCP (4/10)

Work Experience

Data Science Intern — E-commerce Recommendation System

Advrtism

Jan 2025 — Jun 2025

Increased recommendation relevance by 10% (precision) by developing a cosine similarity-based recommendation system using Python (Pandas, Scikit-learn) on 5K+ user interaction records. Enhanced data quality by reducing inconsistencies by 15% through data cleaning and preprocessing using Pandas. Derived actionable insights on user behavior by creating visualizations and analysis dashboards.

Education

Maharashtra Institute of Technology

B.Tech · Artificial Intelligence & Data Science

2021 – 2025