Case Studies

Threat Detection with AI-Powered Radar Vision

With a deep-tech approach, the goal was to build a cutting-edge object detection system using SAR and raw FMCW radar data, enabling accurate landmine identification in high-risk zones.

mAP@50

0.9453

MAE

0.0277

Threat Detection with AI-Powered Radar Vision

With a deep-tech approach, the goal was to build a cutting-edge object detection system using SAR and raw FMCW radar data, enabling accurate landmine identification in high-risk zones.

mAP@50

0.9453

MAE

0.0277

Threat Detection with AI-Powered Radar Vision

With a deep-tech approach, the goal was to build a cutting-edge object detection system using SAR and raw FMCW radar data, enabling accurate landmine identification in high-risk zones.

mAP@50

0.9453

MAE

0.0277

Virtual Wall for Wildlife Intrusion Detection

Designed an AI-powered system to monitor forest borders and detect wildlife presence near human zones in Tadoba, ensuring real-time alerts for authorities.

Accuracy

~99%

Deployment

Real-time system in forest edge zones

Building a Virtual Wall for Wildlife Intrusion Detection

Designed an AI-powered system to monitor forest borders and detect wildlife presence near human zones in Tadoba, ensuring real-time alerts for authorities.

Accuracy

~99%

Deployment

Real-time system in forest edge zones

Virtual Wall for Wildlife Intrusion Detection

Designed an AI-powered system to monitor forest borders and detect wildlife presence near human zones in Tadoba, ensuring real-time alerts for authorities.

Accuracy

~99%

Deployment

Real-time system in forest edge zones

Forecasting Sales with AI for Inventory Planning

Created a dynamic forecasting engine that predicts 13-week sales trends using classical and statistical ML models—helping businesses optimize stock and strategy.

Models

ARIMA, Prophet, ETS, MA

Horizon

13 weeks

Forecasting Sales with AI for Smarter Inventory Planning

Created a dynamic forecasting engine that predicts 13-week sales trends using classical and statistical ML models—helping businesses optimize stock and strategy.

Models

ARIMA, Prophet, ETS, MA

Horizon

13 weeks

Forecasting Sales with AI for Inventory Planning

Created a dynamic forecasting engine that predicts 13-week sales trends using classical and statistical ML models—helping businesses optimize stock and strategy.

Models

ARIMA, Prophet, ETS, MA

Horizon

13 weeks

Vehicle Classification in Urban Surveillance

Built a YOLO-based object detection model to classify cars as Sedan, SUV, or Hatchback in high-traffic areas—boosting traffic analytics in Andhra Pradesh.

Accuracy

~94%

Precision

High accuracy across multiple classes

Accelerating Vehicle Classification in Urban Surveillance

Built a YOLO-based object detection model to classify cars as Sedan, SUV, or Hatchback in high-traffic areas—boosting traffic analytics in Andhra Pradesh.

Accuracy

~94%

Precision

High accuracy across multiple classes

Vehicle Classification in Urban Surveillance

Built a YOLO-based object detection model to classify cars as Sedan, SUV, or Hatchback in high-traffic areas—boosting traffic analytics in Andhra Pradesh.

Accuracy

~94%

Precision

High accuracy across multiple classes

Expertise in

Computer Vision

with experience in

YOLOv11

for real-world applications.

Proficient in

SQL, Python, and Power BI

with a strong grasp of modern AI frameworks.