My work in Data Science

Passionate about leveraging data to drive innovation, lead international projects, and harness big data technologies for strategic decision-making.

• Advanced Machine Learning and AI Developed and optimized ML models for image classification and recommendation systems, achieving top placements in national hackathons.

  Data Science Projects

  Interest Seeker Service Recommendation system which is able to recommend occupation, skill, abilities, knowledge and related Coursera courses based on a student's personal interest. Applied Technologies: NLP, BERT, Collaborative Recommendation System, API Data Collection

  Sketch Image Classification System AI service for efficiently searching sketch illustrations, supporting designers in the growing design industry. Applied Technologies: CNN(VGG, ResNet), Data Augmentation, Agglomerative Clustering, DBSCAN

  Playlist - Song Recommendation System Recommendation system which is able to recommend songs for playlists based on songs' Lyrics and Genre in the playlist. Applied Technologies: NLP, Collaborative Recommendation System, KNN, Optimisation, API Data Collection, Python Dash

  Optimising Christmas Festivity Optimisation of the tour route of Santa Claus and the pricings of Tree Applied Technologies: Non-Linear Optimisation, Graph Theory, MTZ constraints

  Data Collection: Establishing Ethical Guideline for building AI tutors Survey system built to collect user's response over ethical attitude of AI tutors Applied Technologies: SQL, Streamlit, Data Collection, Data Pipeline

  Wine Quality Analysis Determined factors that affect wine quality the most and the difference between the factors in types of wines Applied Technologies: R, Random Forest, SVM, Linear Regression, Data Analysis

  Grammar Checker For Educational Purpose Checks grammatically error in English writing and suggests the explanation of the error Applied Technologies: NLP, Web Data Crawling
• Leadership in International Projects Led global teams in Spain, and across South Korea, and the US, driving data-driven initiatives that increased user satisfaction by 20% and attracted over 900 applicants.

  Leadership Projects Projects

  AI Playground Enjoy The True AI; Play, Absorb, and Succeed Initiated an NGO for young age AI education with easy and intuitive educational material

  • Spearheaded the creation of an AI learning game platform for young learners, wrote detailed product requirement documents (PRDs)
  • Recruited 10 team members, continuously managing the project timeline
  • Leading external relationship building, branding efforts, and funding initiatives

  OUTTA Make A Difference Worked as a Chief Operative Officer, in a social impact NGO making approachable AI education to everyone

  • Developed detailed product requirements and defined a Minimum Viable Product (MVP) for a new AI boot camp module, collaborating with stakeholders to ensure alignment with educational goals
  • Led data-driven advertisement campaigns using Google Ads and social media platforms; optimized ads with A/B testing, attracting 900+ applicants in two weeks
  • Analyzed internal boot camp data to identify areas of improvement, resulting in a 20% increase in user satisfaction and course completion rates
• Big Data & Cloud Proficiency Capable of engineering scalable data pipelines using AWS, and Google Cloud, enabling efficient data processing and strategic business insights.

  Data Management Skills

  • Certified in Google Cloud Data Analytics
  • Expected to be a AWS Certified Cloud Practitioner