Hi, I’m Smit Bhuva.

Cumin Yield Prediction

Data Analysis · Python · Regression Modeling

Built a predictive model to estimate cumin crop yield using environmental and agricultural parameters.

Cleaned and structured multi-source agricultural datasets. Performed feature engineering on climate and soil variables.

Applied regression models to predict yield outcomes and evaluated model performance using RMSE and R² metrics.

Impact: Enabled data-driven insights for yield estimation, helping identify key factors affecting crop productivity.

Heatwave Analysis

Data Analysis · Python · Time Series

Analyzed historical temperature data to identify heatwave trends and anomalies.

Processed time-series climate datasets and detected extreme temperature events using threshold-based logic.

Visualized seasonal and long-term heat patterns.

Impact: Provided insights into increasing heatwave frequency, useful for climate risk awareness and planning.

Crop Profitability Analysis

Data Analysis · Python · Economics

Evaluated profitability across different crops using cost, yield, and market price data.

Built comparative models for crop-wise net profit, analyzed cost-to-return ratios, and created visual dashboards for decision support.

Impact: Helped identify high-profit crops and optimize agricultural decision-making.

Soil Nutrient Analysis

GIS Analysis · QGIS · Spatial Data

Performed spatial analysis of soil nutrients to identify fertility patterns.

Processed geospatial datasets in QGIS, generated thematic maps for nutrient distribution, and identified nutrient-deficient regions.

Impact: Supports precision agriculture by enabling targeted soil treatment strategies.

Medicinal Plants Identification (No-code ML)

Data Science · Machine Learning

Built a machine learning solution for identifying medicinal plants using image data.

Used no-code ML tools for model training, processed image datasets for classification, and evaluated model accuracy.

Impact: Demonstrates practical application of ML in agriculture and botany.

Web GIS Map Visualization

GIS · Web Mapping · Visualization

Developed an interactive web-based GIS visualization for spatial data exploration.

Integrated geospatial data into web maps and built interactive layers for better usability.

Impact: Improved accessibility of GIS data for non-technical users.

Soil Erosion Mapping

GIS · Environmental Analysis

Mapped soil erosion risk using terrain and environmental data.

Applied spatial modeling techniques and classified erosion risk into multiple levels.

Impact: Helps in land management and conservation planning.

Soil Properties Estimation

GIS · Spatial Modeling

Estimated key soil properties using geospatial interpolation techniques.

Used spatial interpolation methods such as IDW and kriging, modeled distribution of soil parameters, and validated outputs against sample data.

Impact: Enables better agricultural planning through predictive soil insights.

Mobile Photography Portfolio

Creative Work · Visual Storytelling

Curated a collection of mobile photography focused on composition and storytelling.

Focused on lighting, framing, and subject clarity while building a consistent visual style.

Impact: Showcases creativity and attention to detail, valuable for UX and visual thinking.