During my undergrad from PICT and masters from CSULB, I worked on many technical projects. Few of them are:
4.0 GPA (updated June 2017)
GPU ACCELERATED COMPUTING & DEEP LEARNING
- A Performance and Power Analysis of Deep Learning applications on GPGPUs.
- This is a study report for the roadmap of development of GPUs and how it has boosted performance of Deep Learning.
- The performance analysis using Caffe framework and cuDNN library using Alexnet environment is discussed for application of image classification.
- Link : Study Report Presentation
Fault Tolerance in Neural Networks
Link
- Built and Trained Feed Forward Neural Network using User Knowledge Data set(Test Accuracy- 67%)
- Induced transient faults by changing link weights of NN, Retained Test Accuracy in range 60-65%
- Technologies: Python- Google Tensorflow, sklearn
- Fillomino puzzle solver designed using Constrained Programming
- Approach - Overall ARC consistency with childbearing forward checking rule
- Technologies: Python, Matplotlib (Graphics)
- Data mining in Distributed computing environment, where data is shared by different grids.
- Application handled Machine Learning problem of predictive analysis where data set was distributed.
- Technologies: Python, R, HTML/CSS, JavaScript
- TSP was solved using optimal algorithm, Branch and Bound using different approach.
- Sequential approach, Multi-threading and MPI programming.
- Technologies- Python, libraries- Thread, MPI, Numpy
Energy Management in Mobile Devices
Link
- Mobile battery is drained excessively due to background activities like email syncing, continuous network management, GPS sensing and many more.
- Hence researchers are trying to optimise this energy consumption.
- This study comprises of such researches done in following topics:
1. Optimal configuration for energy efficient functioning of inbuilt camera
2. Hotword detection using AccelWord(eg: Siri and OK Google)
3. Optimization techniques for Location Sensing(eg:CAPS, aLoc)
4. Network traffic management
- Advanced Operating Systems
- Adv Analysis of Algorithms
- Fault Tolerant Computing Systs
- Adv Artificial Intelligence
- Computer Simulation & Modelling
- Concurrent Parallel Programming
- Topics Distributed Computer Syst
- Constraint Programming
Pune Institute of Computer Technology:
3.8 GPA (Graduated-2013)
Portfolio Management
Link
- Software portfolio managements system which maintained stock details of customer and companies.
- Web-based interface provided to admin and customer with different rights and permissions.
- Various transactions like stocks trading & investments were implemented
- Technologies: PHP, Javascript, HTML/CSS, WAMP server
- An airway company which provided flight schedule for desired source and destination.
- One can book or cancel tickets according to availability.
- It was developed in Java and back-end in MySQL.
Telephone Service providers
A telephone company which provide mobile and landline connection. Separate authentication for administrating authorities and customers. Technologies used VB and Oracle.
- Design and Analysis of Algorithm
- Neural Networks
- Artificial Intellegence
- Database Management systems
- Data Structures Lab
- Object Oriented Programming and Computer Graphics Lab
- Micro controller and Microprocessor