Project Title: An Assessment of Detection of Disparities of Land Use and Land Cover Map of Khagrachari District from 2013-2023
The research provided insights into ecosystem degradation due to anthropogenic activities, emphasizing the need for conservation measures. (Software used: QGIS, RS, Google Earth Engine) Presentation
Figure 1: LULC Map of Khagrachari district in the year 2013
Figure 2: LULC Map of Khagrachari district in the year 2018
Figure 3: LULC Map of Khagrachari district in the year 2023
Project Title: Assessing Faecal Sludge Derived Biocrude Quality and Productivity Using Plastic Waste Through Co-Hydrothermal Liquefaction
Evaluated the effect of plastic on biocrude during Co-HTL operation with faecal sludge and investigated the produced bio-crude productivity and quality. (Instruments used: HTL reactor, GC-MS, GC-FID, FTIR)
Some visuals regarding this project are presented in the following.
Figure 4: HTL reactor with copper gasket and steelhead.
Figure 5: Centrifuging Procedure to Separate the Three Phases (Aqueous, Biochar, & Biocrude).
Figure 6: After separation, Biochar (a) and Biocrude (b) phase.
Figure 7: FTIR spectra of crude due to the addition of 10% and 15% plastic waste with faecal sludge (FS).
Figure 8: Barrels of biocrude oil generation per metric ton.
Project Title: A Detailed Analysis of Various Pollutant Concentrations in Different Microenvironments
Conducted a detailed assessment of pollutant levels across six microenvironments using the Atmotube device.
Analyzed data and visualized results using boxplots to identify the most polluted areas. Project Paper
Some visuals regarding this project are presented in the following.
Project Title: A Comprehensive Assessment of Disparities in Particulate Matter Concentration Among Different Cities of Florida
Analyzed particulate matter concentrations across Florida cities using MATLAB.
Calculated AQI and performed statistical analyses (mean, median, regression) to derive actionable insights. Project Paper
Some sample coding snippets are provided in the following.
MATLAB code for downloading data from PurpleAir website
MATLAB code for overall time vs PM concentrations for different cities of Florida
MATLAB code for plotting time vs PM concentrations in Gainesville
MATLAB code for regression analysis
Project Title: Biological Air Pollution Controls
The tasks comprised of classifying the microorganisms involved in the biological treatment of H2S, NH3, and VOCs and also stating their electron donor, electron acceptor, carbon source, and environmental conditions needed.
To find out the physical, chemical, and biological mechanisms involved in pollutant removal within biofilters, bioscrubbers, and biotrickling filters and their performance parameters. Presentation Slide
Sample images that include the NRWRF visit for a better understanding of BAPC are presented in the following.
Air flows through Vacuum pipes into Headworks to collect the H2S
H2S feed flows through the pipe towards the bio-trickling filters
H2S is treated down to 20 ppb before moving to carbon absorption for residuals
Project Title: McKay Bay Waste-to-Energy Plant Carbon Capture and Sequestration Retrofit
Retrofit plant with a post-combustion CCS to achieve 75% CO₂ removal.
Conducting financial analysis, which involves gross & net Electricity generation, CO2 emission reduction efficiency, & annual cost for capture system operation by using DOE/NETL model.
Need to reduce GHG emissions while maintaining power generation capacity. Presentation Slide Project Paper
Some sample visuals regarding this project are presented in the following.
McKay Bay Plant Boundary
McKay Bay System Boundary
SimaPro Network Diagram
SimaPro Impact Assessment
TRACI 2.1V1.06 US 2008
Project Title: Predictive Modeling of Ammonium Removal in Hybrid Adsorption-Biological Wastewater Treatment System
Evaluate linear and nonlinear statistical models
Quantify the relative importance of predictors influencing NH₄_eff, and
Identify the model class that provides the highest predictive accuracy and generalizability. Project Paper
Some coding snippets & sample visuals from this project are presented in the following.
Splines & GAM
Ridge & Lasso
Trees & Random Forest
Neural Network
MSE Table & Model Comparison
Best Models Predicted vs Actual
Predicted vs Actual for Best Models
Validation Plot for PCR
Mean Squared Error for All Candidate Models
Project Title: Robles Park Stormwater Pond: Envision Based Climate, Air Quality, and GHG Assessment
Identify climate-related vulnerabilities affecting Robles Park Pond
Assess flood exposure of adjacent pump stations & electrical assets
Determine system weak points under future rainfall, storm surge, & pond overflow scenarios.
Support Envision CR2.2 by demonstrating systematic assessment of climate risks. Project Paper
Project Title: Adsorption of Blue Food Dye onto Granular Activated Carbon: Experimental and Class Comparison
The objective of this study is to quantify adsorption of a food-color dye onto granular activated carbon (GAC) under batch conditions and determine equilibrium characteristics over a seven-day period. Using color intensity as a surrogate for dye concentration, the experiment aims to develop a visual color scale for concentration calibration and to derive adsorption parameters using Freundlich or Langmuir isotherm models. The procedure emphasizes precision, consistency, and reproducibility within the limitations of the provided field-style kit. Project Paper
Some sample visuals associated with this project are provided in the following.
Experimental Concentration & Analytical Color Scale Standards on Day-01 (Left) & Day-07 (Right)
Adsorption Day-01 to Day-07 Isotherm Curves
Freundlich Isotherm
Langmuir Isotherm
Project Title: Haloacetic Acids (HAA5): Regulation, Toxicity, Occurrence, Trends & EPA Violations
This project summarizes the national regulatory framework, toxicity basis, and occurrence patterns of Haloacetic Acids (HAA5) in U.S. drinking water systems. Using EPA Six-Year Review data, SDWIS violation reports, and national occurrence datasets, we evaluated (1) how HAA5 concentrations vary by geography, system size, and source water type; (2) whether exceedances justify regulatory action; and (3) treatment and mitigation approach that utilities can adopt. Presentation Slide Project Paper
Distribution of Water System by Population Size
Source Water Breakdowns of All PWSs (Outer) & Violations (Inner)
HeatMap of Mean HAAs by State & Year
State-Level Distribution of HAA5 Concentration (States with > 500 Samples)
Monthly Distribution of HAA5 Concentrations