Siddharth Somani

Siddharth Somani Email and Phone Number

Data Scientist, MS in Applied Mathematics and Statistics || Stony Brook || BITS Pilani @ eClerx
Ahmedabad, GJ, IN
Siddharth Somani's Location
Ahmedabad, Gujarat, India, India
Siddharth Somani's Contact Details

Siddharth Somani work email

Siddharth Somani personal email

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About Siddharth Somani

I am actively seeking career opportunities and am eager to bring my skills and experience to a dynamic organization.I have 40 months of work experience, including 15 months as a Senior Quantitative Developer at Fidelity Investments, USA, and 25 months as a Software Engineer at Target Corporation, India. Additionally, I have completed 2 full semester and 2 summer internships in Finance/Data Science.My educational background and internships have equipped me with a strong foundation in Mathematics and Statistics, with practical applications in Finance and Data Science, including projects involving Machine Learning, Markov Models, Copulas, Optimization, Time Series, and Regression Analysis. In my work roles, I have gained expertise in software development using R, Python, Java, React.JS, SQL, Postgre, GitHub, Jenkins, and Agile methodologies.I am a post graduate from Stony Brook University, USA in Applied Mathematics and Statistics with a major in Quantitative Finance. I graduated from BITS Pilani, India with a dual degree of MSc in Mathematics and BE. in Electronics and Instrumentation Engineering.I am open to opportunities in both the USA and India and am available for immediate employment. Please reach out with any relevant opportunities.#layoffs #activelylooking #jobseeker#indiajobs #usjobs #India #USA#artificialintelligence #machinelearning #statistics #datascientist #mathematics #timeseries #regression#quantitaivefinance #quantitativedeveloper #quantitativeanalysis #quantitativeanalyst #modelvalidation #quantitiativerisk #quantitativeresearch #riskmanagement #financialanalyst #financialmarkets #modelriskmanagement #softwareengineer #fullstackdeveloper #fullstack #softwaredevelopment #sql #softwaredev #python #R #investmentbanking #fintech #finance#stonybrookuniversity #bitspilani #bitsjobs

Siddharth Somani's Current Company Details
eClerx

Eclerx

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Data Scientist, MS in Applied Mathematics and Statistics || Stony Brook || BITS Pilani
Ahmedabad, GJ, IN
Website:
eclerx.com
Employees:
17984
Siddharth Somani Work Experience Details
  • Eclerx
    Eclerx
    Ahmedabad, Gj, In
  • Eclerx
    Data Scientist
    Eclerx Aug 2024 - Present
    Mumbai, Maharashtra, In
    Developed an A/B testing model using Bayesian modeling and MCMC sampling for evaluating new strategies in Adidas' digital marketing initiatives.Enhanced model performance through advanced statistical techniques like parameter tuning and winsorization.Validated model accuracy with rigorous A/A testing, achieving a 4% error rate across 150 test cases, ensuring relaibility
  • Fidelity Investments
    Senior Quantitative Developer
    Fidelity Investments Feb 2023 - May 2024
    Boston, Ma, Us
    I was a team member in the Quantitative Development Team for Asset Management. I contributed to building high quality, robust, and efficient analytical solutions that will be used to improve the company's investment processes.Developed Options Sentiment Dashboard in R-Shiny and associated transformations in R.Enhanced time series models for Sovereign Debt Model representing 10 years of data, created visualization of patterns on R Shiny UI.Automated R-Shiny applications deployment by creating CI/CD pipelines using Jenkins and enabling faster deployment of UI updates.Streamlined automation for Data Acquisition, Data Abstraction Layer and Transformations by migrating the code to GitHub, developing CI/CD pipeline, and scheduling batch jobs using Autosys.
  • Chubb Insurance
    Intern - Data Engineer
    Chubb Insurance Jun 2022 - Aug 2022
    Worked towards finding an equation describing the relationship between metrics and log analytics table in Microsoft Azure ADLS Gen2.Collaborated with the data analytics team to create dashboards and email alerts for storage in Microsoft Azure. These dashboards will enable the team in forecasting storage leading to cost optimization and improving of user experience.
  • Target
    Software Engineer, Asset Protection And Supply Chain
    Target Jul 2019 - Aug 2021
    Minneapolis, Mn, Us
    Created Path Comparison algorithm using RFID data of stolen items, to enable National Investigation Centre to speed up weak spot identification process 5x times.Developed backend by writing APIs using Java Spring Boot to query the database, streaming with Kafka and created test cases.Developed Front-end website using ReactJs to display aggregated information like map of travelled path, time, amount, etc. of more than 10000+ items stolen from 1800+ stores each month.Championed migration of CI/CD services from Drone to Vela. Also created standard methods to simplify migration efforts of a 10-member team.Automated Kubernetes commands using Python to report and correct the daily errors in pods in 1800+ stores.Resolved incidents raised by Stores team for Stolen Item Reporting Application.
  • Morningstar
    Technology Intern, Index Technology
    Morningstar Jan 2019 - Jun 2019
    Chicago, Il, Us
    Improved the performance and logic of stored procedures written in SQL for SSRS reports.Created SSIS packages to check the correctness of data coming through ETL.Monitored file transfer using code written within R.Improved system security, by analysing and correcting the hardcoded word password.Maintained corporate website hosted on AWS.Worked using Agile methodology and participated in its various activities like daily sprints, backlog refinement, etc
  • Indian Institute Of Management Ahmedabad
    Research Intern, Machine Learning On Indian Equity Markets
    Indian Institute Of Management Ahmedabad Aug 2018 - Dec 2018
    Ahmedabad, Gujarat, In
    Determined the effect of 8 different macroeconomic variables and their time lag on the returns of Indian Equity Markets using linear regression over data of past 10 years – Identified variables with positive, negative and no impact.Relevant data of the stock returns and the different factors assumed to affect the returns was collected from Bloomberg and other sources. Data was cleaned using statistical and numerical methods to make it ready for analysis. Cleaned data was analysed using regression analysis in R to find a relationship among the variables and the total returns, and for finding the risk factor. Using the derived equation conclusions were made for each variable on how it affected the stock market returns.
  • Ecolibrium Energy (P) Ltd.
    Data Analytics Intern, Energy Intelligence
    Ecolibrium Energy (P) Ltd. Jun 2017 - Jul 2017
    London, England, Gb
    Identified approaches to be used towards finding solutions in the area of predictive maintenance of rotating equipment by using concepts of statistics and machine learning (neural networks).Learnt about basic concepts of statistics, signal processing and machine learning and its use in data analytics.Statistics: Stationary and non-stationary series, random walk, p test, t test, f test, central limit theorem, normal, chi squared and t distribution, 1-way and 2-way regression on ANOVA, correlation.Signal processing: Moving average and exponential filter, low pass and high pass filter, dft, fft, nyquist theorem, z transform and chirp z transform.Machine Learning: Neural NetworksCollaborated with the Energy Intelligence Team to determine if the machine was faulty by analyzing identified machine data.

Siddharth Somani Education Details

  • Stony Brook University
    Stony Brook University
    Applied Mathematics And Statistics | Quantitative Finance
  • Birla Institute Of Technology And Science, Pilani - Goa Campus
    Birla Institute Of Technology And Science, Pilani - Goa Campus
    M.Sc. Mathematics (Dual Degree)
  • Birla Institute Of Technology And Science, Pilani - Goa Campus
    Birla Institute Of Technology And Science, Pilani - Goa Campus
    B.E. Electronics And Instrumentation (Dual Degree)

Frequently Asked Questions about Siddharth Somani

What company does Siddharth Somani work for?

Siddharth Somani works for Eclerx

What is Siddharth Somani's role at the current company?

Siddharth Somani's current role is Data Scientist, MS in Applied Mathematics and Statistics || Stony Brook || BITS Pilani.

What is Siddharth Somani's email address?

Siddharth Somani's email address is si****@****ubb.com

What schools did Siddharth Somani attend?

Siddharth Somani attended Stony Brook University, Birla Institute Of Technology And Science, Pilani - Goa Campus, Birla Institute Of Technology And Science, Pilani - Goa Campus.

Who are Siddharth Somani's colleagues?

Siddharth Somani's colleagues are Vishakha Dadwal, Ashish Wong, Vishal Zanje, Trishala Darekar, Pratishtha Moghe, Vedant Gawas, Gokul Murugesan.

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