Siddhartha Agarwal

Director of Engineering

Pune, Maharashtra, India9 yrs 1 mo experience

Key Highlights

  • Established a robust Data Analytics department.
  • Created around 100 Tableau dashboards.
  • Formulated cutting-edge machine learning models.
Stackforce AI infers this person is a Data Science and Analytics leader in the Fintech industry.

Contact

Skills

Core Skills

Data AnalyticsData VisualizationMachine LearningData ScienceBusiness IntelligenceData AnalysisAnalytics ConsultingBig Data Solutions

Other Skills

AlgorithmsAmazon Web Services (AWS)Analytical ApplicationsAnalytical SkillsAnalyticsBusiness AnalysisBusiness AnalyticsComplex AnalysisData ExtractionData GovernanceData IntegrationDeep LearningExtract, Transform, Load (ETL)Investment BankingLogistic Regression

About

With a rich background in data analytics leadership, my recent role as Head of Analytics at AmberStudent involved the establishment and growth of a robust Data Analytics department, recruiting an accomplished team of seven analysts. Our collective effort led to the creation of around 100 Tableau dashboards, enhancing data visualization and business decision-making. My expertise in the AWS stack and ETL tools, notably GLUE, LAMBDA, REDSHIFT, and Hevodata, has been instrumental in implementing data pipelines and deploying innovative solutions. At Perpetual Block AG, my team and I formulated cutting-edge machine learning models that leveraged NLP and image recognition, contributing to the success of pivotal client projects. Our approach consistently aligned with the strategic goals of our clients, reinforcing my commitment to leveraging data for transformative impacts.

Experience

9 yrs 1 mo
Total Experience
10 mos
Average Tenure
11 mos
Current Experience

Sigmoid

Director Data Science

Jul 2025Present · 11 mos · Bengaluru, Karnataka, India · On-site

Sms-magic

2 roles

Head of Analytics

Promoted

Dec 2024Apr 2025 · 4 mos · Pune, Maharashtra, India

Analytics Consultant

Jun 2024Dec 2024 · 6 mos · Pune, Maharashtra, India

Amberstudent

Head of Analytics

Nov 2022Jun 2024 · 1 yr 7 mos · Pune, Maharashtra, India · On-site

  • Established and expanded the Data Analytics function, recruiting 7 analysts during the expansion.
  • Implemented numerous data pipelines to ingest and integrate data into the data warehouse.
  • Led a team of analysts in creating approximately 100 Tableau dashboards within a year.
  • Proficient in utilizing the AWS stack, including GLUE, LAMBDA, REDSHIFT, and others.
  • Demonstrated expertise in ETL tools such as Hevodata
Complex AnalysisAnalytical ApplicationsAnalytical SkillsData AnalysisData ExtractionData Governance+7

Perpetual block ag

Sr Data Scientist

Dec 2021Oct 2022 · 10 mos · Mumbai, Maharashtra, India · Remote

  • Supervised a Data Science team comprising both junior and senior data scientists and analysts.
  • Formulated multiple machine learning (ML) models employing diverse technologies, including classical machine learning, Natural Language Processing (NLP), and image recognition.
  • Led crucial client projects as a team lead within the data science division.
  • Utilized the AWS stack and Jupyter notebooks, actively participating in the development and deployment of ML models using AWS EC2
Complex AnalysisNumpyData ExtractionNatural Language Processing (NLP)Scikit-LearnPandas+4

Amazon

BIE

Jul 2021Dec 2021 · 5 mos · Mumbai Metropolitan Region · Remote

  • Delivered Business Intelligence (BI) assistance to critical business units, including Product and Finance.
  • Contributed to various BI projects aimed at bolstering the Prime Video business.
  • Executed pivotal roles involving tactical and strategic technical support through data exploration and analysis.
  • Applied tools such as SQL, Python, and AWS tool sets including S3 and Redshift in daily tasks
Complex AnalysisNumpyData ExtractionTableauScikit-LearnPandas+3

Payu credit

Senior Data Scientist

Oct 2019Jun 2021 · 1 yr 8 mos · Mumbai Area, India · Hybrid

  • Oversaw the conception and implementation of machine learning projects.
  • Analyzed financial services data sourced from credit bureaus.
  • Formulated scalable machine learning models with the goal of boosting company revenue and enhancing customer retention.
  • Constructed multiple machine learning models utilizing Jupyter notebooks and advanced machine learning libraries
Complex AnalysisNumpyPython (Programming Language)Scikit-LearnPandasExtract, Transform, Load (ETL)+2

Clearscore

Lead Data Scientist

Oct 2018Aug 2019 · 10 mos · Mumbai Area, India · On-site

  • Responsible for end-to-end development and production of ‘Product Sandbox’ for Clearscore which was demoed at the company’s annual offsite and partner event
  • Worked on several Data driven initiatives with the objective of retaining the company’s customer base and expand the product’s outreach and offerings to the users
  • Worked on ML technologies like AWS SageMaker/EC2/S3 and Python libraries including Pandas, Numpy, SKLearn, XGBoost, Redshift, PostgreSQL
NumpyScikit-LearnPandasExtract, Transform, Load (ETL)Machine LearningData Science

Fractal analytics

Senior Consultant

Jun 2017May 2018 · 11 mos · Mumbai Area, India

  • Key Result Areas:
  • Spearheaded entire gamut of operations related to analytics projects; provided analytics consulting to clients in sectors such as FSI and so on
  • Operated on Big Data Platform (Hadoop) and used Hive Environment to connect to large data sets
  • Performed data manipulation using HQL
  • Ensured the successful delivery of emerging big data solutions
  • Managed projects from requirements gathering and scope preparation to project closure
  • Suggested technology-based solutions for enhancing functional efficiency & achieving business excellence
  • Interacted with clients for requirement gathering; evaluated technical & feasibility of solutions
NumpyScikit-LearnPandasExtract, Transform, Load (ETL)Analytics ConsultingBig Data Solutions

Credit suisse

Quant Analyst

Dec 2015Jun 2016 · 6 mos · Mumbai Area, India

  • Title: Scenario Analysis
  • Description: Aim of the project was to calculate and analyze balance sheet consumed by various Hedge Fund clients of the Prime Services division through developing a tool using VBA
  • Title: Index Rebalancing
  • Description: Purpose of the project was to analyze Russell 3000E index to estimate additions and deletions of equity scrips to the overall index and also predict which stocks could switch between various sub-indexes using Bloomberg and MS Excel/VBA

Hsbc

2 roles

Business Analyst

Oct 2014Nov 2015 · 1 yr 1 mo

  • Title: Collateral Management
  • Leveraged skills in formulating a model for predicting near exact requirement of collateral for the trading desk, and also for providing trade recommendations based on a customized algorithm
  • Title: Client Optimisation
  • Showcased tenacity in building a quantitative tool for calculating client’s balance sheet from positional and trade data

Trading Assistant Intern

Jul 2013Nov 2013 · 4 mos

  • Title: Volatility Modelling
  • Resourcefully developed:
  • o Model in Excel/VBA to improve index-option prices by using optimisation techniques
  • o Fully functional Black & Scholes Pricing model in Excel, and used it to calculate implied volatility from option prices
  • Title: Trading Tools
  • Created several trading tools for the options trading desk and thus made significant improvements to existing tools

Education

Indian Institute of Technology, Bombay

Bachelor of Technology (B.Tech.) — Computer Science & Engineering

Jan 2006Jan 2010

HEC Paris

Master of Science (MSc) — International Finance

Jan 2012Jan 2013

Stackforce found 100+ more professionals with Data Analytics & Data Visualization

Explore similar profiles based on matching skills and experience