ADITYA SONTHI

Operating Systems (02/19 - 05/19)

• Implemented various algorithms pertaining to Process Scheduling, Multithreading, CPU Scheduling, Deadlocks, Paging and Virtual Memory
• Implemented a simulated File-System(Primary and Secondary Storage), with CRUD functionalities

Deep Learning Methods (01/20 - 05/20)

• Implemented neural network architectures for Image recognition like MLFFNN, Autoencoders, CNNs, RNNs and Transformer models, majorly on the MNIST dataset using ML libraries Tensorflow, scikit-learn etc.

Machine Learning Paradigms (01/19 - 04/19)

• Worked on the Netflix Movie Rating Prediction Challenge using Collaborative Filtering, Ridge Regression and PCA techniques, applying it on a subset of the Movielens dataset achieving MSE lower than 0.75

Compiler Design & Analysis (08/18 - 11/18)

• Built 5 stage compiler on the principles of Lexical & Semantic Analysis, IR Generation, Simplified IR Generation, Register allocation, Code Generation, using Flex, Bison as Lex and Yacc tools

• Secured an All India Rank of 155 in JEE ADVANCED, 2016 out of about 200,000 candidates
• Scored 3rd best mark (335/360) and secured an All India Rank of 80 in Jee Main (B.Tech), 2016 out of about 1.3 million candidates
• Awarded KVPY scholarship and offered provisional admission to IISc Bangalore with fellowship in 2015

Internship Super Coordinator, IIT Madras Placement Team, 08/18 - 04/19

• Worked alongside a team of 12 members to organize Internship activities of IIT Madras
• Responsible for managing companies' registration, presentations and assessment tests

Core Courses:

• Operating Systems, Design and Analysis of Algorithms, Deep Learning, Pattern Recognition and Machine Learning, Blockchain Technology, Foundations of Cryptography, Introduction to Database Systems, Computer Networks

Math Courses:

• Linear Algebra, Probability Statistics and Stochastic Processes

• Completed a year-long training program in Tennis under NSO scheme, in IIT Madras (08/16 - 03/17)
• Captained 2020 CS batch football team in CS Trophy 2020 and won, in IIT Madras (03/20)