Grain Boundary Detection in Quartzites - Research - Indian Institute of Technology Kanpur - Kanpur, India
(2023-10 - 2024-11)
Using advanced image processing techniques to analyze grain boundary identification in monomineralic quartzites. Aiming to improve strain analysis by accurately characterizing grain morphology, including shape, size, and orientation. Utilizing advanced segmentation techniques, such as watershed and region-based methods, to improve accuracy in geological analyses.
- Utilized OpenCV to preprocess and enhance thin-section images of quartzites, improving clarity for further analysis
- Applied graph-cut optimization for precise segmentation and grain boundaries detection in complex mineral structures
- Conducted grain characteristic analysis using Matplotlib for detailed strain and deformation assessments
- Currently investigating grain boundary characteristics to improve the precision of strain analysis in geological research
- Refining image segmentation techniques to enhance the efficiency of processing geological data, enabling faster extraction
- Establishing a robust framework for applying advanced computational methods to systematically analyze the shape and size of segmented grains in geological materials
Earthquake Simulation and Analysis Using Spring-Slider Model - Course Project - Indian Institute of Technology Kanpur - Kanpur, India
(2024-01 - 2024-04)
Simulated earthquake scenarios to analyze fault slip behavior and stress accumulation patterns, aiming to improve the understanding of fault mechanics and enhancing the accuracy of earthquake prediction models. Explored improvements in earthquake mitigation strategies by modeling stress distribution and analyzing data trends.
- Employed an advanced spring-slider model to simulate realistic earthquake scenarios and analyze fault dynamics
- Utilized MATLAB to test and validate seismic prediction models by analyzing real-world earthquake data
- Developed comprehensive experimental frameworks and documented procedures for simulating earthquake scenarios
- Improved accuracy in understanding fault slip behavior and stress accumulation by leveraging simulation data
- Validated the effectiveness of prediction models, contributing to more accurate and reliable earthquake forecasting
- Authored comprehensive reports contributing to improved earthquake prediction and mitigation strategies
Geological Field Investigation in Chitrakoot, Madhya Pradesh - Field Work - Indian Institute of Technology Kanpur - Chitrakoot, Madhya Pradesh, India
(2023-08 - 2023-11)
Developed a novel approach to improve geological surveys in the Chitrakoot, enhancing resource evaluation efficiency. Focused on better understanding regional lithological settings for improved analysis of geological formations.
- Conducted extensive fieldwork utilizing tools such as Brunton compass and GPS for accurate structural analysis
- Performed rock identification, stratigraphic documentation, and structural assessments across various sites
- Collaborated with a team to analyze and document geological formations, improving workflow efficiency and data accuracy
- Enhanced geological mapping techniques, improving the accuracy of structural analysis in the region
- Produced a comprehensive field report that contributed to the understanding of local geological formations
- Increased the efficiency of geological surveys, leading to better resource exploration in the Chitrakoot region
Sedimentology Field Investigations in Ganga Barrage, Uttar Pradesh - Field Work - Indian Institute of Technology Kanpur - Ganga Barrage, Uttar Pradesh, India
(2024-01 - 2024-04)
Implemented the knowledge of sedimentology in the better understanding of Ganga Plains, using sediments found in the region.
- Analyzed size, shape, sorting and paleoflow of the sediments in order to derive a conclusion about their history
- Drew conclusions about the flow and level of water in ancient and recent times, using the details of the sediments
Structural Geology Field Investigations in Jabalpur, Madhya Pradesh - Field Work - Indian Institute of Technology Kanpur - Jabalpur, Madhya Pradesh, India
(2024-11 - 2025-04)
Study the regional geology with emphasis on lithological identification, stratigraphic relationships, sedimentary structures, and structural features. Understand the geological evolution of the Narmada Valley region through field observations and measurements.
- Geological fieldwork was conducted at multiple locations in and around Jabalpur, focusing on systematic observation of lithology, bedding characteristics, and sedimentary structures
- Stratigraphic sections were measured and documented to understand vertical and lateral facies variations
- Structural elements such as joints, faults, folds were identified and their orientations recorded using a Brunton compass
- The field study enabled clear identification of major lithological units and their stratigraphic relationships in the region
- The sedimentary and structural features gave insights into depositional environments and tectonic influences on the area
- The integration of stratigraphic and structural data helped in reconstructing the geological history of the region, particularly within the Narmada Valley context
Geophysical Field Investigation in Khajuraho-Panna, Madhya Pradesh - Field Work - Indian Institute of Technology Kanpur - Khajuraho-Panna, Madhya Pradesh, India
(2025-12)
Conducted geophysical investigations (Gravity, Magnetic, VLF-EM, and Electrical Resistivity Tomography) to identify subsurface structural features associated with quartz reefs and potential mineralized zones in the field.
- Gravity data were acquired using a CG-6 Autograv gravimeter and corrected to obtain Bouguer anomalies
- Magnetic data were collected using a proton precession magnetometer to generate magnetic anomaly maps
- VLF-EM measurements were used to analyze current density variations and identify subsurface conductive features
- ERT surveys were conducted to image subsurface resistivity variations, and all datasets were processed, contoured, and interpreted in conjunction with regional geological information
- Distinct gravity and magnetic anomalies were associated with lithological contrasts and possible structural discontinuities
- VLF-EM results highlighted conductive zones and lineaments showing correlation with surface expressions of quartz reefs
- ERT resistivity sections further supported the presence of fractured and altered zones, enhancing the overall understanding of subsurface structural controls in the Khajuraho–Panna belt
Treasurer - Earth Science Society, IIT Kanpur - Kanpur, India
(2023-06 - 2024-08)
- Led financial planning and budget management for various department events, ensuring smooth operations
- Collaborated with a team to strategically allocate funds, ensuring alignment with event goals and smooth execution
- Designed and executed a tracking system for bank balances and check deposits, enhancing overall financial accuracy
- Negotiated with vendors to obtain equipment and services under budget, ensuring successful event execution
- Successfully managed event budgets, achieving up to 20% cost savings while maintaining high-quality standards
- Ensured timely and accurate fund deposits, preventing discrepancies and enhancing financial transparency
Creative Head - EAGE Student Chapter, IIT Kanpur - Kanpur, India
(2023-07)
- Led the design team to create visually engaging Instagram posts and team posters, enhancing the organization's online presence
- Spearheaded the EAGE Earth Science Quiz, fostering collaboration between juniors and seniors and promoting interest in geosciences
- Developed an informative brochure for EAGE IIT Kanpur, improving student awareness about the organization and its mission
UG Orientation Coordinator - Earth Science Placement Team, IIT Kanpur - Kanpur, India
(2023-06)
- Organized and led an engaging alumni talk session, providing valuable placement insights and addressing student queries
- Led a team in creating an informative brochure for UG and PG students, highlighting placement opportunities in Earth Sciences
- Developed and managed a comprehensive database of companies offering internships and placements for Earth Science students at IITK
Secretary - Antaragni'23, IIT Kanpur - Kanpur, India
(2023-08 - 2024-10)
- Led a team of 10+ volunteers in the Public Relations vertical for Antaragni'23, ensuring seamless logistics across multiple events
- Developed and maintained a comprehensive artist database, significantly improving outreach efficiency and communication workflows
- Coordinated accommodations, transportation, and hospitality for artists, during various events such as Qawwali and Classical Night
