Siddhant Laddha
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Siddhant Laddha Email & Phone Number

Quantitative Researcher at Trading Technologies
Location: Berkeley, California, United States 7 work roles 2 schools
1 work email found @americanexpress.com LinkedIn matched
✓ Verified May 2026 4 data sources Profile completeness 86%

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Work email s****@americanexpress.com
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Current company
Trading Technologies
Role
Quantitative Researcher
Location
Berkeley, California, United States
Company size
141 employees

Who is Siddhant Laddha? Overview

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Quick answer

Siddhant Laddha is listed as Quantitative Researcher at Trading Technologies, a company with 141 employees, based in Berkeley, California, United States. AeroLeads shows a work email signal at americanexpress.com and a matched LinkedIn profile for Siddhant Laddha.

Siddhant Laddha previously worked as Quantitative Researcher intern at Panagora Asset Management and Associate at Goldman Sachs. Siddhant Laddha holds Master'S Degree, Financial Mathematics from University Of California, Berkeley, Haas School Of Business.

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Email format at Trading Technologies

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{first}.{last}@americanexpress.com
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Profile bio

About Siddhant Laddha

I am currently pursuing a Masters in Financial Engineering from University of California, Berkeley. While studying I have pursued projects regarding better pricing of CAT bonds using better forecasting methods, developing reinforcement leaning models as well as RAG applications for better recall on custom data. I am an experienced Data Scientist and Quantitative Researcher with a demonstrated history of working in the financial services industry with companies such as American Express and Goldman Sachs. Currently enrolled at the Masters in Financial Engineering at University of California, Berkeley. Past projects I have worked on include work with large datasets and automated ML pipelines used to generate granular, focused vector scores. I am keen to employ novel algorithms to more optimal subspaces, including Quantitative research , Market making and High Frequency Trading. Skilled in End-to-End Development, Stakeholder management, Risk Assessment, and Product Ownership. Proficient in Data Science, Linux, C++, Python, Scala and Hadoop.

Current workplace

Siddhant Laddha's current company

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Trading Technologies
Trading Technologies
Quantitative Researcher
Chicago, IL, US
Website
panagora.com
Employees
141
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7 roles

Siddhant Laddha work experience

A career timeline built from the work history available for this profile.

Associate

Goldman Sachs

Bengaluru, Karnataka, India

1. Created and backtested a currencies hedging pipeline, creating a dynamic basket of synthetic products with correlated risk profiles to reduce long tail risk by 0.5mm/bp on average2. Worked on a deep hedging pipeline using reinforcement learning for long-term financial derivatives for variable annuities for European markets reducing downside risk by.

Jan 2023 - Jan 2024

Quantitative Risk Analyst

Goldman Sachs

Bengaluru, Karnataka, India

1. Implemented an identification and remediation strategy for inconsistent PnL vectors, leveraging K- means clustering, hamming distance & lasso regression, reducing risk-weighted average capital for each desk by ~10%2. Devised correlation metrics, k-means grouping and hamming distance to backfill data for new products such as single-name IPO stocks.

Jan 2022 - Jan 2023

Data Scientist

American Express

Banglore

Enhanced Auto-ML capabilities which democratizes the ML model development process, empowering users, no matter their expertise, to identify an end-to-end machine learning pipeline for any target metric. 1. Created tools for generating algorithm agnostic visual explanations such as SHAP and micro-segment analysis, enhancing modeler interpretability to.

Jul 2019 - Dec 2021

Research Consultant

Worldquant Ventures Llc

India

1. Tested and simulated over 100 trading alphas over metrics sharpe ratio and coverage to determine robustness2. Developed delay-0 alphas for USA, Europe and Asia, collating data from 5 + providers for prediction pipeline3. Created an investment strategy received a total of 1.5 weight in selected portfolios

Jun 2018 - Jun 2019

Blockchain Developer

Quillhash Technologies

Gurgaon, India

1. Facilitated supply chain analysis and logistics network design for a cold chain tracking system for medical supply-chain ecosystem using Hyperledger Fabric involving 3 projects for temperature sensitive medicines and vaccines

Apr 2018 - Jun 2018
Team & coworkers

Colleagues at Trading Technologies

Other employees you can reach at panagora.com. View company contacts for 141 employees →

MM Matt Mclaughlin Matt Mclaughlin Colleague at Trading TechnologiesSuffolk County, Massachusetts, United States, United States View → NV Nicholas Venuti, Cfa, Cipm Nicholas Venuti, Cfa, Cipm Colleague at Trading TechnologiesGreater Boston, United States View → RS Rohit Shrivastava Rohit Shrivastava Colleague at Trading TechnologiesBoston, Massachusetts, United States, United States View → JB Jon Beaulieu, Cfa Jon Beaulieu, Cfa Colleague at Trading TechnologiesBoston, Massachusetts, United States, United States View → PV Perry Vieth Perry Vieth Colleague at Trading TechnologiesBoston, Massachusetts, United States, United States View → JG John Giberti John Giberti Colleague at Trading TechnologiesBoston, Massachusetts, United States, United States View → AL Andrew Lazzeri Andrew Lazzeri Colleague at Trading TechnologiesBoston, Massachusetts, United States, United States View → RG Ryan Guthrie Ryan Guthrie Colleague at Trading TechnologiesBoston, Massachusetts, United States, United States View → SH Sara Hagan Sara Hagan Colleague at Trading TechnologiesBoston, Massachusetts, United States, United States View → XC Xiao C. Xiao C. Colleague at Trading TechnologiesBoston, Massachusetts, United States, United States View →
2 education records

Siddhant Laddha education

FAQ

Frequently asked questions about Siddhant Laddha

Quick answers generated from the profile data available on this page.

What company does Siddhant Laddha work for?

Siddhant Laddha works for Trading Technologies.

What is Siddhant Laddha's role at Trading Technologies?

Siddhant Laddha is listed as Quantitative Researcher at Trading Technologies.

What is Siddhant Laddha's email address?

AeroLeads has found 1 work email signal at @americanexpress.com for Siddhant Laddha at Trading Technologies.

Where is Siddhant Laddha based?

Siddhant Laddha is based in Berkeley, California, United States while working with Trading Technologies.

What companies has Siddhant Laddha worked for?

Siddhant Laddha has worked for Trading Technologies, Panagora Asset Management, Goldman Sachs, American Express, and Worldquant Ventures Llc.

Who are Siddhant Laddha's colleagues at Trading Technologies?

Siddhant Laddha's colleagues at Trading Technologies include Matt Mclaughlin, Nicholas Venuti, Cfa, Cipm, Rohit Shrivastava, Jon Beaulieu, Cfa, and Perry Vieth.

How can I contact Siddhant Laddha?

You can use AeroLeads to view verified contact signals for Siddhant Laddha at Trading Technologies, including work email, phone, and LinkedIn data when available.

What schools did Siddhant Laddha attend?

Siddhant Laddha holds Master'S Degree, Financial Mathematics from University Of California, Berkeley, Haas School Of Business.

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