Gaurish Agrawal

AI Researcher

Bengaluru, Karnataka, India9 yrs 4 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • 5+ years of experience in quantitative research.
  • Expert in machine learning and NLP techniques.
  • Proven ability to derive insights from large datasets.
Stackforce AI infers this person is a Fintech Quant Researcher with expertise in machine learning and data analysis.

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Skills

Core Skills

Machine LearningStatistical ModelingTime Series ModelingData Analysis

Other Skills

AlgorithmsAnalytical SkillsCC++CommunicationComputer ArchitectureComputer ScienceCustomer ServiceData MiningData VisualizationDeep LearningDigital AuthenticationDistributed ComputingEngineeringEnglish

About

Quant Researcher with 5+ years of systematic equity buy side experience in natural language processing, machine learning and time series modeling on large datasets using spark to derive orthogonal signals. Proficient in leveraging advanced statistical techniques and Large Language Models, ML algorithms to extract meaningful insight from complex data using distributed computing. Skilled in SQL, data-preprocessing, feature engineering, model building and evaluation. Proven ability to collaborate effectively with cross-functional teams to deliver impactful data-driven solutions.

Experience

9 yrs 4 mos
Total Experience
3 yrs 1 mo
Average Tenure
5 yrs 11 mos
Current Experience

State street global advisors

Quantitative Researcher

Jul 2020Present · 5 yrs 11 mos · India

  • Using Advanced ML and DL techniques to derive orthogonal alpha signals using huge alternate dataset. Applied Bert based models to extract contextual information from data. Used generative models to get disentangled representation of data for further processing
Machine LearningDeep LearningNatural Language ProcessingData AnalysisStatistical ModelingSpark

Reliance industries limited

DATA SCIENTIST INTERN

May 2019Jul 2019 · 2 mos · Mumbai, Maharashtra, India

  • Crude Old Differential Price Forecasting using Time Series Models
  • MultiClass Text Classification Using TF-IDF and Glove
Time Series ModelingText ClassificationTF-IDFGloVeData Analysis

Mykaarma

Software Engineer

Jun 2015Jun 2018 · 3 yrs · New Delhi Area, India

Indian institute of technology (banaras hindu university), varanasi

Teaching Assistant

Jul 2013Dec 2013 · 5 mos · Greater Allahabad Area

Hmt limited

Summer Trainee

May 2013Jun 2013 · 1 mo · Ajmer, Rajasthan, India

Education

Indian Institute of Science (IISc)

Master in Business Analytics — Business Analytics/ Data Science

Jan 2018Jan 2020

Indian Institute of Technology (Banaras Hindu University), Varanasi

Bachelor's Degree — Engineering

Jan 2011Jan 2015

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