I am an undergraduate student pursuing a double major in Physics and Statistics & Data Science, with a minor in Machine Learning from the Indian Institute of Technology Kanpur. I'm an avid reader, a learning musician, and an enthusiastic moviegoer, although I admit the last is often pursued the most.
Blockhouse Labs
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Quantitative Machine Learning EngineerBlockhouse LabsNoida, Up, In
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Quantitative Research InternOpen Futures Group May 2024 - Jul 2024The objectives were two-fold: a) To analyse financial market data to understand market microstructure for mid-frequency trading strategies, b) Create data processing libraries and computational modules to be used for specialised data analysis.- Designed an Option Chain for NSE listings, including calculated indicators such as Greeks and IVs. The automated option map generation procedure has facilitated a streamlined process for further analysis.- Formulated a real-time multidimensional Kalman Filter in C++ using the Eigen template library; this module has been integrated into real-time mid and high-frequency trading strategies.- Created and analysed statistical arbitrage techniques on various selected stock pairs listed on the NSE.- Wrote an analysis pipeline in Python and used it to study the prediction power of various indicators. Implemented various supervised learning models, such as Random Forests, for predicting returns. -
Research InternSpark ( Summer Internship At Iit Roorkee ), Iitr May 2023 - Aug 2023Roorkee, Uttarakhand, IndiaThe objective was to simulate a gamma radiation detector array to research efficiency corrections.• Closely modelled the 4π icosahedron geometry of the gamma-ray detector array using Solidworks, to be used as a mesh for further simulation. • Employed the C++-based OOP toolkit GEANT4 for a particle-in-matter simulations and efficiency calculations.• Utilised CERN-ROOT for data visualisation and created a data analysis module for corroboration.Results • Successfully attained the estimated efficiencies for 511keV and 1275keV emission of 22Na radio-isotope.
Samarth Kumar Skills
Samarth Kumar Education Details
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Statistics And Data Science & Physics -
Gyanshree SchoolPhysical Sciences
Frequently Asked Questions about Samarth Kumar
What company does Samarth Kumar work for?
Samarth Kumar works for Blockhouse Labs
What is Samarth Kumar's role at the current company?
Samarth Kumar's current role is Quantitative Machine Learning Engineer.
What schools did Samarth Kumar attend?
Samarth Kumar attended Indian Institute Of Technology, Kanpur, Gyanshree School.
What skills is Samarth Kumar known for?
Samarth Kumar has skills like Leadership, Writing, Social Media, Microsoft Powerpoint, Communication, English, Photography, Lead Generation, Creative Writing, Latex, Microsoft Word, Microsoft Excel.
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Samarth Bhardwaj
Sscbs'26 | Director Of R&D: 180Dc Sscbs | Cbs Debating Society | Cfa L1 CandidateDelhi, India -
samarth kumar
Ambitious And Dynamic Personality | Eager To Contribute In Organisations With Full Energy And ExcitementBengaluru -
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