Garvit Gupta

Product Engineer

Singapore, Singapore10 yrs experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in Machine Learning and Financial Markets
Proven leadership in organizing large-scale events
Strong technical skills in algorithms and data structures

Stackforce AI infers this person is a Machine Learning expert with strong leadership in technology and education sectors.

Contact

Skills

Core Skills

Machine LearningAlgorithmsLeadershipManagementComputer VisionNeural NetworksData Science

Other Skills

C++ResearchPublic SpeakingTeam ManagementTeamworkObject DetectionSegmentationTensorFlowRNNHyperparameter TuningConditional Random FieldsData PreprocessingFeature SelectionMarketingData Structures

About

I am interested in working on challenging problems, especially in Financial Markets, that can be solved using knowledge of Machine Learning and Computer Science concepts.

Experience

10 yrs

Total Experience

1 yr 10 mos

Average Tenure

6 yrs 11 mos

Current Experience

Tower research capital

2 roles

Quant Strategist

Sep 2022 – Present · 3 yrs 9 mos

AlgorithmsMachine LearningC++Research

Quant Strategist

Jul 2019 – Sep 2022 · 3 yrs 2 mos

AlgorithmsMachine LearningC++Research

Samsung r&d institute india - bangalore private limited

Summer Intern

May 2018 – Jul 2018 · 2 mos

◦ Fabricated GRU based seq-to-seq RNN models with custom loss for neuro-spatial sequence transduction in tensorflow
◦ Engineered novel spatial features and applied bucketing with round robin batch selection to optimise performance
◦ Tuned model hyperparameters and implemented Viterbi algorithm with beam search, using trie for efficient decoding
Received Pre Placement Offer for achieving 10% relative increase in accuracy of gesture word prediction

TensorFlowRNNNeural NetworksHyperparameter TuningMachine Learning

Electrical engineering society, iit delhi

General Secretary

Apr 2018 – Mar 2019 · 11 mos

◦ Leading a 3-tier team of 30 to organise 25 events with footfall 5K+ and oversee logistics, publicity & industrial relations
◦ Delivered 3 lectures, designed 4 innovative logical puzzle based competitions & anchored Freshers’ Party (2016 & 2017)
◦ Developed computer vision controlled game using object detection and segmentation to demonstrate to 1200+ freshers
◦ Awarded Outstanding Contribution to EES, 17-18 & Significant Contribution to EES, 16-17 for innovative ideas & initiatives

LeadershipPublic SpeakingManagementTeam ManagementTeamwork

Nanyang technological university

Research Assistant

May 2017 – Jul 2017 · 2 mos · Singapore

◦ Implemented Conditional Random Field model to perform sentence boundary detection on giga-word datasets
◦ Developed scripts for feature selection using Pointwise Mutual Index and preprocessing raw data using tokenization