Vishal Sivaraman

Associate Consultant

Dallas, Texas, United States5 yrs 11 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in Quantitative Finance and Credit Risk Management.
  • Led large teams to successfully execute major events.
  • Developed advanced algorithms for optimization and modeling.
Stackforce AI infers this person is a Data Science and Financial Analytics expert with a strong background in Chemical Engineering.

Contact

Skills

Core Skills

Algorithm DesignOptimizationQuantitative FinanceCredit Risk ManagementMacromolecular ModelingSimulationEvent ManagementLeadershipProgrammingStatistical ModelingEditorial ManagementWritingDrug DesignMachine Learning

Other Skills

APBSAcademic PresentationAcademic WritingAdsorptionAmazon Web Services (AWS)Applied Machine LearningArtificial Intelligence (AI)Aspen PlusBashBayesian inferenceBayesian statisticsC++CLIChemical EngineeringCheminformatics

Experience

Goldman sachs

Associate

Sep 2025Present · 6 mos · Dallas, Texas, United States · On-site

  • Fundamental Models and Monitoring - Market Risk Strats

Georgia institute of technology

2 roles

Graduate Teaching Assistant

Jan 2024Apr 2025 · 1 yr 3 mos

  • Graduate Teaching Assistant for the Deterministic Optimization course part of the Online MS Analytics program
  • Organized office hours to provide tutoring and assistance for 100+ graduate students. Responsible for clarifying doubts on Piazza

Research Assistant

Jan 2024Apr 2025 · 1 yr 3 mos

  • Working with Prof. Siva Theja Maguluri on designing algorithms that allow system stability and reduce cost of spatial matching in two-sided queueing systems.
  • Implemented Monte Carlo simulations of the algorithms using SciPy and NetworkX to study their performance across systems.

Goldman sachs

2 roles

Quantitative Strategist

Jun 2022Jul 2023 · 1 yr 1 mo · Bengaluru

  • Analyst, Credit Risk Strats
  • Responsible for building and optimizing FRTB CVA capital models to capture the trading costs accurately.
  • Onboarded a new mortgage related product under the FRTB SA-CVA regime. Owned the FRTB BA-CVA Capital models.
  • Contributed to the development of a loss ratings model for equity-backed margin loans.
GitData ScienceQuantitative FinanceCredit Risk ManagementFinancial ModelingStatistical Modeling

Summer Intern

Jun 2021Jul 2021 · 1 mo · Bengaluru, Karnataka, India

  • Worked with the Credit Risk Strats Team on reducing compute usage incurred by a distributed implementation of CVA (Credit Valuation Adjustment) calculations.
  • Proposed and implemented techniques that resulted in reduction of upto 90% machines used and 51% reduction in usage time.
  • Was awarded a Pre-Placement Offer for the performance in the internship.
GitParallel ComputingCredit Risk ManagementStatistical Modeling

Shaastra, iit madras

3 roles

Core, Events & Workshops

May 2021Apr 2022 · 11 mos

  • Led a 3 tier team of about 120 students to conduct 42 events and 24 workshops in Shaastra 2022 with a budget of Rs. 1.85 million.
  • By improving publicity strategies and restructuring the team, enhanced participation, leading to 25,000 registrants for our events.
  • Ideated and organised a nationwide Data Science Research Symposium to enable students to showcase their research work in Shaastra.
Cross-functional Team LeadershipManagementEvent ManagementLeadership

Head of Coding and Logic Events

Promoted

Apr 2020May 2021 · 1 yr 1 mo

  • Spearheaded a team of 20 coordinators and 15 volunteers to conduct pan-India events as a part of Shaastra 2021.
  • Responsible for a budget of 6.5L and managed the conduction of 15 Events, most of which were sponsored by Wells Fargo, AstraZeneca, MTX and Subex.
  • Added impetus to Shaastra’s social campaign “She Can” through a women’s hackathon She-Hacks.

Events Coordinator-Coding and Logic vertical

Apr 2019Apr 2020 · 1 yr

  • Ideated and implemented two brand new events, namely "Debug the Code" and "Esoteric Programming Contest" in Shaastra 2020.
  • Led a set of 7 volunteers, came up with problem statements, checker codes and methods of evaluation. Both the events witnessed a participation of about 150 teams each.
  • Ensured the completion of MoUs undertaken with Wells Fargo and American Express.
Data StructuresCompetitive ProgrammingEvent PlanningC++Event ManagementProgramming

Indian institute of technology, madras

Undergraduate Student Researcher

May 2021May 2022 · 1 yr

  • Bachelor's thesis, guided by Prof. Upendra Natarajan, (Macromolecular Modelling and Simulation Lab)
  • Modeled synthetic polymers using the faster implicit solvent based method: Adaptive Poisson-Boltzmann Solver (APBS).
  • Used GROMACS MD Simulation to sample polymer conformers and developed a framework to simulate them in APBS.
  • Benchmarked the trends of solvation energy with respect to chain length. See Publications.

Astrazeneca

Analyst

May 2020Jul 2020 · 2 mos · Chennai, Tamil Nadu, India

  • Developed a de Novo design (computational drug design) method using deep-RL framework in the therapeutic area of Oncology.
  • Improvised an Actor-Critic model developed by Niclas et al. and enabled it to optimize the molecule’s potency (pIC50 value).
  • Built an XGBoost regressor to predict the pIC50 of a drug targeting AKT protein and achieved an R2 value of 0.7.
GitApplied Machine LearningDrug DesignDeep Reinforcement LearningCheminformaticsPython (Programming Language)+1

The fifth estate

2 roles

Editor

Promoted

Apr 2020May 2021 · 1 yr 1 mo

  • Led 20 correspondents as a part of the 6 member editorial team. Ideated and published articles on a plethora of topics from startups to research and reporting. In addition, was responsible for managing the social media pages.
EditingTechnical WritingLeadershipNews WritingEditorial ManagementWriting

Correspondent

Jul 2019Apr 2020 · 9 mos

  • As a correspondent in The Fifth Estate, the student-run news body of IIT M I have interviewed multiple student heads and student representatives and published articles on a variety of themes ranging from day to day affairs to documenting the history of student communities.

Education

Georgia Institute of Technology

Master's degree — Operations Research

Aug 2023May 2025

Indian Institute of Technology, Madras

Bachelor of Technology - BTech — Chemical Engineering

Jul 2018Jun 2022

Chettinad Vidyashram

Jun 2016May 2018

P.S.Senior Secondary School

Jun 2003May 2016

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