Self-employed
- Designed the frontend for a sanitaryware company to showcase its product catalogue.
- Started building the website
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Experience
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53.52°N 113.53°WResearch Assistant · Edmonton, Canada
Multimedia Research Centre, University of Alberta
- Supervisor: Prof. Irene Cheng.
- Contributed to AI-assisted crop mapping from remotely sensed imagery, working across data curation, annotation, model training and evaluation.
- Used Google Earth Engine and QGIS to download, explore and prepare geospatial datasets.
- Built PyTorch Lightning pipelines for agricultural field segmentation.
- Trained classical machine-learning models on foundation-model embeddings for crop classification.
- Produced written and visual reports documenting methods, results and analysis.
- Worked independently, delivered tasks on schedule and communicated findings clearly with supervisors and research collaborators.
Instant Systems Inc.
- Built a computer vision detection pipeline in PyTorch and YOLOv8, improving model accuracy by 20%.
- Assembled and prepared a 1,200-image training dataset, using OpenCV for preprocessing.
- Containerized the pipeline with Docker, cutting environment setup by about 2 hours.
Teach For India
- Taught Mathematics and Social Science to Class 7 students.
- Worked with the class teacher to develop study materials for classroom teaching.
- Facilitated doubt-clearing sessions for students in the assigned class.
University of Alberta
- Dean’s Honour Roll, 2023–24 and 2025–26.
- Won CMPUT 401 Hackathon