1) "Exploring the relationship between learning and exploration rates in reinforcement learning" [PDF]
- EECS 545 Machine Learning course project during Winter 2011 semester of Masters program
- Course instructor Prof. Honglak Lee, Computer Science & Engineering department, University of Michigan, Ann Arbor, USA
2) "Software based run-time prefetching using adaptive Markov algorithm" [PDF]
- EECS 583 Advanced Compilers course project during Fall 2011 semester of Masters program
- Course instructor Prof. Scott Mahlke, Electrical Engineering & Computer Science department, University of Michigan, Ann Arbor, USA
3) "Understanding image content using social media data" [PDF]
- EECS 584 Advanced Database systems course project during Fall 2010 semester of Masters program
- Course instructor Prof. Michael Cafarella, Computer Science & Engineering department, University of Michigan, Ann Arbor, USA
- Related presentation slides can be found here
4) "Constraint Satisfaction Problem solver implementation based on deterministic backtracking and heuristic algorithms"
- EA C461 Artificial Intelligence course project during seventh semester of undergraduate program
- Worked with Mr. Ramprasad Joshi, Lecturer, Computer Science department, BITS, Pilani-Goa campus, India
- The codes along with the results submitted can be downloaded here
5) "Analysis of evolutionary search based fault recovery systems on FPGAs" [PDF]
- EEE C491 Special Projects coursework during seventh semester of undergraduate program
- Worked with Prof. Jagmohan Singh, Visiting Professor, EEE & I department, BITS, Pilani-Goa campus, India
6) "Complexity and convergence analysis of evolutionary algorithms" [PDF]
- BITS C335 Computer Projects coursework during sixth semester of undergraduate program
- Worked with Mr. Ramprasad Joshi, Lecturer, Computer Science Deparment, BITS, Pilani-Goa campus, India
7) "Surface Next- digital system to convert homogeneous surfaces to keypads" [PDF]
- PHY C231 Physics Project Lab coursework during fourth semester of undergraduate program.
- Worked with Dr. A.K.Biswas, Physics department, BITS, Pilani-Goa campus, India
- Presented the project at HP Innovate 2008 (an initiative by Hewlett-Packard, India).