My Experiments with
IITD, CS, Quant, Mathematics, AI-ML and Physics

I have explored and dabled in the theory and projects of a diverse variety of fields. PFA some snippets of my ventures, sprinkled with some fun tidbits

  • Lorem
  • Ipsum
  • Dolor
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Quantitative Research Intern
Trexquant

Involved in Alpha Research and using Machine Learning Techniques to tune financial signals.

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Teaching Assistant
COL100 - Introduction to Computer Science

Serving as a Teaching Assistant to the Faculty, managing Labs and tutorial sessions, resolving Doubts, Assignment Help and Answer Script evaluation for the freshman batch.

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MITACS Research Intern
Machine Learning and Optimisation

Spent 10 weeks at the University of Westen Ontario, Canada, optimising Time To Accident (TTA) prediction using Dashcams. Meticulously analysed and tuned the loss function for reliable training.

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Mentor, BSW
IITD

Mentor, Board of Student Welfare: Mentored freshers and helped them navigate the topology of academics & co-curriculars at IITD

Projects

Goals are dreams with deadlines!

  • Kalman Estimator

    State Estimation using Kalman Filters, EKF and solving the Data Association problem. Simulations, Plots and Analysis of a myriad environments and sensor efficiences

  • Inverted-Index Search Engine

    A retrieval system and index constructor that is able to search through 250K documents (1Mb each) in 1.12 seconds. Incorporates Variable Byte Compression and Byte Pair Encoding for better storage and performance.

  • AI - ventures

    Into Search Algorithms, State estimation, Planning tasks and RL, via automated driver, English Error-Corrector, Mojuco Gym Agent, Imitation Learning and Actor-Critics

  • Re-Rank Documents

    Evaluating different models of pseudo-relevance feedback, including query expansion and reranking, aimed at improving the precision and recall of results - experiments on the TREC COVID dataset

  • OS - Linux Schedulers and Modules

    Augmented xv6 Kernel Round Robin schedulers with Earliest Deadline First (EDF) and Rate Monotonic Scheduling (RMS) variants, and implemented virtual Reader & Writer devices using Linux modules

  • P2P Network & TCP Simulations

    A Congestion Control Protocol - TCP NewRenoPlus, and implementation and Simulation of a variable cached P2P network

Outside of Work

A sneek peek into the runs, gyms, trips, friends and adventures!

Contact

Leave me a message!