1. 7th International Conference on IoT in Social, Mobile, Analytics and Cloud (I-SMAC 2023)
📍 Purwanchal Campus, Institute of Engineering, Tribhuvan University, Nepal
📅 11 October 2023
Oral Presentation: “Utilizing Fine-Tuned YOLOv8 Deep Learning Model for Greenhouse Capsicum Detection and Growth Stage Determination”
2. 2nd International Conference on Futuristic Technologies (INCOFT 2023)
📍 S.G. Balekundri Institute of Technology (SGBIT), Belagavi, Karnataka, India
📅 24–26 November 2023
Presentation: “A Data-Driven Approach to Forecast Engine Torque of an Agricultural Tractor across Varied Operational Range using Machine Learning”
3. 8th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence (ISMSI 2024)
📍 Singapore
📅 24–25 April 2024
Presentation: “Cotton Growth Stages Detection Using Fine-Tuned YOLOv8 Deep Learning Model”
4. 59th ISAE Annual Convention & International Symposium on Mechatronics and Robotics in Agriculture
📍 ICAR–Central Institute of Agricultural Engineering, Bhopal, India
📅 10–12 November 2025
Oral Presentation: “Comparative Analysis of Single-Shot YOLOv12 and Zero-Shot YOLOE Models for Greenhouse Capsicum Detection and Segmentation”
5. 2nd International Conference on Electrical and Computer Engineering Researches (ICECER 2025)
📍 Madagascar
📅 06–08 December 2025
Oral Presentation: “Evaluation of YOLOv12 Single-Shot and Gemini 2.5 Zero-Shot Approaches for Greenhouse Capsicum Detection and Segmentation”
6. Workshop on AI for Science and Technology (IndiaAI Pre-Summit Event)
📍 IIT Kharagpur, India
📅 19–20 January 2026
Poster Presentation: “Smart AI Solutions for Automated Capsicum Harvesting”
7. 3rd International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA 2026)
📍 Boracay Island, Philippines
📅 05–07 February 2026
Presentation: “Toward Grounded YOLO-SAM: Unified Detection–Segmentation Framework for Agricultural Intelligence”
8. Student Poster Presentation – Agricultural and Food Engineering Department
📍 IIT Kharagpur, India
📅 02 February 2026
Poster Presentation: “Climate Smart Technologies for Sustainable Agricultural Production and Food Processing”
9. PMRF Annual Symposium 2026
📍 IIT Guwahati, India
📅 06–07 March 2026
Poster Presentation: “Design of a Robotic Harvester for Greenhouse Grown Capsicum”
10. 4th International Conference on Computer, Electronics, Electrical Engineering and their applications (IC2E3 2026)
📍 National Institute of Technology Uttarakhand, Srinagar, Garhwal, Uttarakhand, India
📅 14-15 May 2026
Oral Presentation: “Unified YOLO26 and Segment Anything Model (SAM)-Driven Framework for Robust Capsicum Detection and Fine-Grained Segmentation”
11. 1st IEEE International Conference Global Symposium on Emerging and Communication Technologies (GSEACT 2026)
📍 Hyderabad Institute of Technology and Management, Gowdavelly, Medchal, Telangana, India
📅 12-13 June 2026
Oral Presentation: “Benchmarking Zero-Shot Vision–Language Models for Detection, Segmentation, and Captioning of Greenhouse Capsicum”
12. Student Oral & Poster Presentation – AgriNova 2026, Agricultural and Food Engineering Department
📍 IIT Kharagpur, India
📅 01 July 2026
Oral Presentation: “AI Framework for Capsicum Detection and Segmentation”; Poster Presentation: “YOLO for Capsicum Harvesting”
13. 6th International Conference on Electrical, Computer and Energy Technologies (ICECET 2026)
📍 Rome, Italy
📅 6-9 July 2026
Oral Presentation: “Capsicum Weight and Size Estimation Using YOLO11-Segmentation Model with Machine Learning Integration”
1. First Prize – Oral Presentation (Farm Machinery & Power)
59th ISAE Annual Convention & International Symposium on Mechatronics and Robotics in Agriculture
📍 ICAR–Central Institute of Agricultural Engineering, Bhopal | 📅 10–12 November 2025
Awarded First Prize for Oral Presentation in the Farm Machinery and Power category for the research titled “Comparative Analysis of Single-Shot YOLOv12 and Zero-Shot YOLOE Models for Greenhouse Capsicum Detection and Segmentation.”
This recognition highlights contributions toward advancing AI-based solutions for agricultural automation and precision farming.
2. Second Prize – Student Poster Presentation
Workshop on AI for Science and Technology (IndiaAI Pre-Summit Event)
📍 IIT Kharagpur, India | 📅 19–20 January 2026
Awarded Second Prize in the Student Poster Presentation for the work titled “Smart AI Solutions for Automated Capsicum Harvesting.”
This research forms a key component of my PhD on robotic capsicum harvesting, focusing on AI-driven automation in protected agriculture.
This achievement marked my first poster presentation and represents an important milestone in my academic journey.
3. First Prize – Award-Winning Oral Presentation
AgriNova 2026 – Agricultural and Food Engineering Department
📍 IIT Kharagpur, India | 📅 01 July 2026
Awarded First Prize in the Oral Presentation for the work titled “AI Framework for Capsicum Detection and Segmentation.”
These presentations showcased my PhD research on robotic capsicum harvesting, focusing on AI-based detection, segmentation, and automation for protected agriculture. This achievement represents an important milestone in disseminating my research and receiving recognition for its scientific contribution.