Projects
Following is a list of some of my projects which were completed as part of internships at startups, research labs, graduate and undergraduate courses/ research work and as side projects. I have given the links for code, reports and any posters/papers associated with them. Simply, click the titles.
Machine Learning, Deep Learning, Computer Vision, Neuroscience, Data Science projects.
PS: The list is not exhaustive.
- Conditional Image Generation
- Level Set Methods for Front Propagation and Geometric Heat Equation
- Learning to Act Using Real Time Dynamic Programming: Reinforcement Learning
- Multi-step bootstrapping and TD Control Methods for On and Off Policy Learning: Reinforcement Learning
- A Theoretical and Empirical Analysis of Expected Sarsa: Compared with Sarsa and Q-learning
- Tumor Segmentation in Liver Images using Hard Attention Models
- Time Series - Lesser Black-Backed Gull Movement Patterns Migration: Modelling, Displacement Tolerance and Conservation
- Sum of Two Handwritten Digits: A Machine Learning Classification Problem - A Kaggle Competition
- Text Classification using Machine Learning - A Kaggle Competition
- Predict the Winner: Three-Year Model
- Understanding Medical Records - NLP for Automatic Code Assignment using Structured and Contextual Information - A Deep Learning Approach
- Automatic Text Summarization
- Performance Evaluation for Automated Segmentation of Hippocampus Subfields
- Web application using Web2Py for semi-automated image segmentation and evaluation of segmentation algorithms
- A hack on Augmented Reality and GrabCut algorithm using OpenCV
- Image Steganography
Hackathons and Startup Weekend
1. Best User Experience and User Interface Award
Startup Weekend is a no talk, all action 54-hour event that helps you launch your startup over the weekend. It is held over a weekend where developers, designers, marketers, product managers and startup enthusiasts come together to share ideas, form teams, build products, and launch startups!
A Minimum Viable Product was developed satisfying the customer needs with a Unique Selling Point.
Team Name: PassionEd | A platform to unite all Hobbyists.
2. Idea Champion for Innovative Business Ideation at iCUBE
The National Youth Idea Challenge
International School of Entrepreneurship Education and Development
Top 50 out 7500 entries. It was a Business Idea Contest with a MVP model.
Publications
[1] P. Khandelwal, M. Barth, S. Bollmann. Performance evaluation for automated segmentation of Hippocampus Subfields: Preliminary Results using FreeSurfer and ASHS. European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), Vienna, Austria, September 2016 [pdf]
[2] Pulkit Khandelwal, Neha Bisht, Thanikaiselvan V. Randomly Hiding Secret Data using Dynamic Programming forImage Steganography. IEEE Symposium on Multimedia, Visualization and Human ComputerInteraction, International Conference on Computing and Network Communications, December 2015. Pg: 789-795 [link]