Nishita

Practical machine-learning practitioner: develops end-to-end ML solutions — from EDA and model selection to visualization — demonstrated by a customer-segmentation K-Means project and related write-up that includes building a Power BI dashboard to turn clustering results into business recommendations. medium+1

Hands-on project experience in applied ML and CV: implemented a CNN-based hand-gesture recognition model using VGG16 and achieved high validation accuracy, showing familiarity with deep learning workflows and dataset augmentation. github

Business intelligence and visualization focus: builds Power BI dashboards and Excel data models for domain-specific insights (hospitality case), combining analytics with actionable KPI reporting. github+1

Full-stack prototyping and deployment orientation: creates end-user demos and interfaces — e.g., a Flask API + Streamlit UI for a Spotify recommender — indicating capability to move ML models into interactive applications. github

Independent freelance/data-analytics provider: presents services and an active freelance profile (Contra) offering AI & data solutions and lists GitHub and LinkedIn as professional profiles, indicating engagement in freelance projects and public portfolio maintenance. contra+1