I hail from Pune, Maharashtra. I am a problem solver and have developed a knack for it right from my early days. Love to analyse and talk about topics ranging from economics to complicated abstract theories. Always up for a game of any sport/adventure. A bit shy which exemplifies my Love life but am a romantic at heart.
GPA: 8.85
Percentage : 92.77
Percentage : 93.45
Question Bank is a collection of questions organized according to certain fields. To populate the question bank using already available data in the form of question paper PDFs, we build a tool for auto extraction of questions and other metadata. Further, we extend the above by adding a visual editing tool for manual verification and easy modification of auto-extracted content.
Analyzed the feasibility and benefits of offloading the match action tables stage of P4 on a GPU by performing experiments to compare speedup of the GPU based approach using the case of Longest Prefix Match
Trained models to predict engagement measures for videos. Defined own engagement measures, proven to be uncorrelated to the video duration. Maximised the model predicted engagement values to get optimal duration thresholds.
Received a Pre Placement Offer from Adobe Systems.
Leveraged Machine Learning Models to develop automatic Active Gear Detection models based on speed for vehicles. Trained Hidden Markov Models for the task of Driver Identification using data like speed, acceleration & GPS coordinates. Also explored Data Filtering Techniques.
Developed Virtual Reality applications (Guided Hospital Tour & Personal VR Chat Bot for Alzheimer Patients) using the Unity game development engine and VRTK plugin for the HTC Vive headset. Defined heuristics for information retrieval from the knowledge graph for a customer care chatbot.
Improved the Bobble Head (Personal Cartoonified Face) quality by running experiments using image processing techniques to improve the feature extraction and automate the task of hair detection
Prof. Suyash Awate | Medical Image Computing | CT scan reconstruction | MATLAB
Prof. Sunita Surawagi | Image Harmonization | VGG Net Activations | Style + Content Loss | Tensorflow
Prof. Suyash Awate | Image Processing | Min. Error Cut Boundary | MATLAB
Prof. Amit Sethi | Machine Learning | Generative Models | ReactNative, Django & Python
Prof. Shivaram Kalyanakrishnan | Reinforcement Learning - SARSA | Pacman
Microsoft Code.fun.do | Transfer Learning | CNN | PyTorch | Django | Android
Prof. Uday Khedkar | Lexical, Syntax and Semantic Analysis | Python Lex & Yacc
Prof. S Sudarshan | SQL | Efficient Search | Web Applications | Django
Prof. Varsha Apte | Socket Programming | Content Transfer Encoding | Multi Threading | Python
Prof. Amitabha A. Sanyal | Image Processing | Lossy Compression | Racket, Lisp
Prof. Sharat Chandran | Collaborative Filtering | Pearsons Correlation | Python
Prof. Shivaram Kalyanakrishnan | Search Methods | Statistical Inference | Pacman
Prof. Suyash Awate | Eig Analysis | MRF | Xray CT - Radon Transform | FCM + Bias | EM + HMM + Prior
Prof. Ajit Rajwade | HE | CLAHE | Harris Corner | MeanShift | PCA | DFT
Prof. Shivaram Kalyanakrishnan | Multi-Armed Bandit | Markov Decision Problem | Python
Prof. Mani Bhushan | Optimization | Stochastic Linerar Gaussian Uncertainties | Analysis
| Machine Learning: | Intro to & Advanced Machine Learning, Artificial Intelligence, Foundation of Intelligent & Learning Agents |
| Maths & Statistics: | Statistical Inference, Applied Stochastic Processes, Regression Analysis, Discrete Structures, Probability Theory, Numerical Analysis, Optimization |
| Computer Science: | Digital Image Processing, Medical Image Computing, Data Analysis & Interpretation, Operating Systems, Cryptography and Number Theory, Computer Networks, Design & Analysis of Algorithms, Logic for CS, Compilers, Database & Information Systems, Automata Theory, Computer Architecture, Digital Logic Design |
| Misc. & Online: | Game & Information Theory, Augmented Reality, Economics, Psychology, Molecular Biology, Energy Science |
I am interested in Machine Learning and Computer Systems. I want to explore both and develop and improve my skillset in both of these fields. I love to research on a topic and explore newer developments in these fields.
I love playing football and squash. But I am always ready to play any sport. I follow all sports and adventures. When forced indoors, I follow a number of movies and television shows. I am an avid Age of Empires & Counter Strike gamer as well.
Responsible for preparing and evaluating lab assignments, explaining concepts and resolving doubts of students
Volunteered in conduction of regular lectures and activities to help students improve their English language skills
Responsible for efficient management of the Hostel LAN and designing and maintaining the Hostel Website