Lisa Solanki

Gandhinagar, Gujarat 0+ yrs exp 66 · Good

About

No bio added yet

Skills & Expertise (55)

Python Intermediate

7.5/10

Years Exp

Data Visualization Intermediate

6.5/10

Years Exp

SQL Intermediate

6.0/10

Years Exp

Git Intermediate

6.0/10

Years Exp

JavaScript Intermediate

5.5/10

Years Exp

React.js Intermediate

5.0/10

Years Exp

Node.js Intermediate

5.0/10

Years Exp

Matplotlib GitHub Postman VS Code Cloudinary Google Colab QGIS Data Structures & Algorithms OOP DBMS Operating systems Computer Networks Machine Learning Pipelines Seaborn F1-Score OpenRouter API JWT-based Authentication SaaS GIS OpenCV Feature Engineering Unsupervised Learning Model Evaluation Java Middleware HTML5 CSS3 Tailwind CSS bootstrap Responsive Web Design EJS Typescript Express.js REST APIs JWT Authentication Authorization Redux Toolkit API Integration CRUD Operations MongoDb MySql Mongoose scikit-learn Pandas NumPy PCA Data Preprocessing Exploratory data analysis

Work Experience

AIML Intern

BISAG-N

Jan 2026 - Apr 2026

Developed an end-to-end geospatial machine learning pipeline for land cover classification using unsupervised learning (MiniBatchKMeans, PCA) on satellite imagery. Performed spatial data processing and integration by converting raster data to vector format and mapping results to cadastral parcels for parcel-level analysis. Implemented evaluation and visualization using metrics like Cohen’s Kappa, F1-score, IoU, and generated area statistics and classified maps for analysis.

Data Science Intern

Skillcraft Technology

Jun 2025 - Jul 2025

Performed data preprocessing, exploratory data analysis (EDA), and visualization using Python, Pandas, NumPy, Matplotlib, and Seaborn, identifying key patterns in structured datasets. Built and evaluated predictive models using Scikit-learn (Decision Tree Classifier) to improve analytical accuracy and data-driven decision making. Conducted end-to-end Traffic Accident Analysis project, applying statistical analysis and feature engineering to extract actionable insights.