Fasna Fasna

Fasna Fasna

AI/ML Engineer | Data Scientist
UAE
English, Malayalam, Hindi

About Me

AI/ML Engineer and Data Scientist with 1 year of hands-on experience in machine learning, data engineering and Python. Experienced in designing and building end-to-end ML pipelines, from data preparation and feature engi…

Experience

Data Science Trainee

Quest Innovative Solutions · Kochi, India
Jan 2025 - Jan 2026 · 1 year

<p>Designed and implemented end-to-end ML and data pipelines for automated data ingestion, transformation, model training and analysis, including messaging/queue systems for model data movement.<br>
Built, trained and evaluated machine learning models (classification and regression) using Python and Scikit-learn, improving prediction accuracy through feature engineering.<br>
Performed data preparation, data cleaning and exploratory data analysis on real-world datasets using Python, Pandas and NumPy.<br>
Applied statistical methods to validate data quality and ensure the integrity of analytical outputs.<br>
Worked with SQL and NoSQL databases (MySQL, MongoDB) for data storage and retrieval.<br>
Collaborated with team members to understand project requirements and deliver data-driven solutions, covering model evaluation, result interpretation and reporting.</p>

PROJECTS

AI Powered Personalized Travel Planner

QIS Academy
Duration : 01-Sep-2026 - 20-Oct-2026

<p>• Designed and developed a Generative AI web application that creates customized, end-to-end travel</p><p>itineraries based on user preferences: destination, number of days, budget, number of travelers, and</p><p>interests.</p><p>• Generated personalized day-by-day plans covering attractions, activities, local cuisines, accommodation</p><p>options, transportation suggestions, and estimated expenses.</p><p>• Built an interactive interface with Python and Streamlit, used Pandas to handle and analyze travel datasets,</p><p>and used an AI model (Gemini) to produce recommendations.</p><p>• Designed for integration with external APIs to provide real-time information such as places, maps, and</p><p>flights.</p><p>• Technologies: Python, Streamlit, Pandas, Generative AI, Gemini, API Integration</p>

Certifications

UNIVERSITY OF CALICUT

College of applied science, chelakkara · Adur , Kerala , India · 2025

Skills

Python SQL Supervised Learning Unsupervised Learning Classification Regression Clustering Predictive Modeling Feature Engineering Model Training Model Evaluation Overfitting Mitigation Hyperparameter Tuning Neural Networks TensorFlow PyTorch Keras End-to-End ML Pipelines Data Ingestion ETL Data Transformation Data Preparation Data Cleaning Messaging/Queue Systems Model Deployment Pandas NumPy Scikit-learn MySQL MongoDB NoSQL Jupyter Notebook Google Colab Git GitHub Exploratory Data Analysis Statistical Analysis Data Validation Analytical Thinking Problem-Solving Stakeholder Communication Team Collaboration Adaptability
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