Dishant Chokhandre

Associate Consultant

Mumbai, Maharashtra, India5 yrs 9 mos experience

Key Highlights

  • Expert in data-driven enterprise transformation solutions.
  • Proven track record in data governance and architecture.
  • Hands-on experience with leading data tools and platforms.
Stackforce AI infers this person is a Fintech Data Architect with expertise in data governance and enterprise architecture.

Contact

Skills

Core Skills

Data ArchitectureData GovernanceData AnalyticsBusiness AnalysisMarket ResearchData ManagementFinancial Reporting

Other Skills

ABAPAPI DevelopmentAlationAmazon Web Services (AWS)Apache KafkaAzure DatabricksBEx AnalyzerBusiness AnalystBusiness Model EvaluationCampaign ManagementCampaign Performance TrackingCase Study WritingCashback ROIClient CommunicationCollibra Data Governance Center

About

Data Strategy & Integration | MDM | Governance Frameworks | Enterprise Systems Architecture Experience of 5+ years in BFSI & Fintech | IIM Mumbai | VNIT Nagpur I specialize in designing data-driven solutions that sit at the core of enterprise transformation, where governance, architecture, and business logic converge. Over the years, I’ve led and contributed to cross-functional initiatives involving: --Source-to-target data mapping and interface design across heterogeneous systems including Murex, FIX protocol, and custom forex platforms --Development of domain-driven data models and data flow architectures to support customer onboarding, deal booking, and compliance automation --Design of a business rule engine to automate delinquency handling in collections, balancing performance with regulatory logic --Creation of a scalable audit management system enabling traceability, exception handling, and multi-level review workflows --Execution of data standardization, master data strategy, and metadata governance, including business glossary design and lineage mapping --Hands-on experience using Databricks, Informatica, Power BI, Python, Alation and SQL to implement pipelines, dashboards, and data quality metrics My approach blends agile product thinking with enterprise data architecture, focusing on long-term maintainability, compliance alignment, and cross-system interoperability. Currently, I’m focused on expanding my expertise in cloud-native data platforms, lakehouse design patterns, and intelligent governance frameworks that scale with organizational complexity. Let’s connect if you’re working on data architecture, platform design, or just want to talk systems. Reach out to me on dishant.chokhandre@gmail.com Open to work in Data Science, Data Analytics, Data Engineering, Business Analyst, Data Management, Data Architecture and other data related roles based in India, UK, Germany or Singapore.

Experience

5 yrs 9 mos
Total Experience
1 yr 1 mo
Average Tenure
1 yr 2 mos
Current Experience

Accenture strategy & consulting

Consultant - Data Architect

Mar 2025Present · 1 yr 2 mos · Hyderabad, Telangana, India

  • Acted as a Business System Analyst, driving data transformation and standardization across multiple Databricks layers, successfully harmonizing ~500 attributes to enable consistent reporting and analytics.
  • Designed and implemented data quality (DQ) rules in Informatica MDM 360, strengthening governance and ensuring the reliability of master and reference data across the enterprise.
  • Served as an Alation Solution Architect, leading the migration of articles to terms before platform sunset, ensuring metadata continuity, compliance, and audit readiness.
  • Leveraged SQL in PostgreSQL to build data asset, product summary, and KPI catalog reports, improving metadata visibility, traceability, and adoption by business teams.
  • Developed Power BI dashboards integrated with Snowflake, applying calculated fields to track completeness, timeliness, and consistency, and driving remediation activities that improved DQ scores.
  • Automated metadata management by creating Python-based API endpoints to bulk update Alation articles, discarding or repairing erroneous records that hindered migration.
  • Partnered with data science teams to standardize feature sets and design reusable pipelines in Databricks, accelerating predictive modeling and experimentation.
  • Explored the use of Large Language Models (LLMs) for metadata classification, semantic search, and business term discovery, reducing manual curation effort.
  • Designed NLP-driven proof-of-concept workflows to validate KPI definitions and detect semantic anomalies in metadata, enhancing trust in analytics outputs.
  • Supported stakeholders by preparing curated, high-quality datasets for regression analysis, forecasting, and KPI performance tracking, ensuring data was both technically sound and business-ready.
Extract, Transform, Load (ETL)PySparkApache KafkaCollibra Data Governance CenterSnowflakeInformatica C360+8

Infosys consulting

Business Consultant (AI Transformation)

Jun 2023Mar 2025 · 1 yr 9 mos · Pune, Maharashtra, India

  • Forex Trading Platform – Design, Development Maintenance (Enterprise and Data Architecture)
  • Led the master data architecture for a multi-entity forex trading application, architecting master and reference data interface for customer onboarding, deal booking, and quote generation.
  • Mapped and integrated external data sources (e.g. Murex, FIX API) into internal systems using standardized source-to-target mappings, ensuring consistent deal entry data flows.
  • Collaborated with solution architects to enforce data governance principles—ensuring lineage, validation, and version control across currency, margin, and rate structures.
  • Designed scalable data structures that supported real-time pricing logic (spot, tom, cash, forward) with embedded margin calculations and swap points.
  • Authored detailed field-level dictionaries, FSDs, and data flow diagrams to support platform scalability and audit readiness.
  • Collections System Revamp – Rule-Driven Data Models & Compliance Alignment
  • Overhauled the collections platform for debt collections, introducing a modular rule engine to handle dynamic segmentation and case allocation.
  • Designed entity-level data models for customer behavior, delinquency status, and legal proceedings to support predictive actions and automated triggers.
  • Integrated business rules with data quality checks (completeness, accuracy, consistency) for high-risk account tracking and exception handling.
  • Defined touchpoints in the collections lifecycle to support compliance with internal risk and audit mandates.
  • Produced robust documentation (BRDs, FSDs, entity-relationship diagrams, metadata inventories) that aligned technical builds with regulatory, operational, and data management needs.
  • Worked cross-functionally with developers, QA, and technical architects to ensure data lineage traceability, data validation logic, and access control were built into the platform foundation.
Extract, Transform, Load (ETL)PySparkApache KafkaCollibra Data Governance CenterPostman APIMachine Learning+4

Paytm

Program Manager

Jul 2022Jun 2023 · 11 mos · Noida, Uttar Pradesh, India

  • Led data-driven growth initiatives for Paytm’s large corporate merchant segment, enabling executive visibility, campaign optimization, and account strategy through analytics and reporting.
  • Delivered data-backed growth support for 250+ large corporate merchants by tracking GMV trends, account performance, and regional activity through Excel-based dashboards
  • Enabled KAMs and sales leaders with insights for merchant onboarding, engagement pitches, and churn prevention
  • Monitored cashback campaign performance, introducing automated trackers in Google Sheets to report month-to-date GMV uplift and burn rates
  • Flagged degrowth across regions and accounts, triggering targeted actions like CXO outreach, F&B merchant campaigns, and visibility programs
  • Created executive decks for VP and SVP showcasing quarterly performance, SAM-wise metrics, and partner branding outcomes
  • Coordinated with marketing, design, tech, and field teams to ensure cohesive execution of merchant initiatives
  • Skills: Merchant Analytics, Stakeholder Management, Executive Reporting, Cashback ROI, Excel Automation, Data Visualization, Campaign Performance Tracking, Strategic Dashboards, Corporate Merchant Engagement, Sales Enablement
Merchant AnalyticsStakeholder ManagementExecutive ReportingCashback ROIExcel AutomationData Visualization+6

Bain & company

Summer Intern

Apr 2021Jun 2021 · 2 mos

  • Worked with the Bain IP and research division to deliver market insights and strategic case studies for leading U.S. retail firms under the Firm of the Future research theme.
  • Conducted deep-dive analysis on key players such as Walmart, Shopify, and Nike, evaluating innovation, business model evolution, networking strategies, and sales performance
  • Created client-ready case studies with actionable insights on expansion trends and transformation opportunities in the changing retail landscape
  • Assessed strategic themes such as vertical integration, digital innovation, and platform-based scaling to recommend future-proofing actions for retail clients
  • Supported a live research study on organizational behavior, analyzing the impact of changing workplace trends on employee satisfaction, innovation, and productivity
  • Designed an analytical framework to interpret subjective and objective data on employee traits, including flexibility, altruism, and adaptability in modern work environments
  • Skills: Market Research, Strategic Analysis, Organizational Behavior, Retail Sector Analysis, Case Study Writing, Innovation Mapping, Business Model Evaluation, Employee Trend Analysis, Thought Leadership Support
Market ResearchStrategic AnalysisOrganizational BehaviorRetail Sector AnalysisCase Study WritingInnovation Mapping+3

Deloitte india (offices of the us)

Business Technology Analyst

Jun 2019Jul 2020 · 1 yr 1 mo · Hyderabad Area, India

  • Worked on data extraction, transformation, and financial reporting for a U.S. fintech client, focusing on SAP BW systems, real-time data flow monitoring, and stakeholder-aligned reporting delivery.
  • Built financial ledger queries using SAP BW Query Designer to extract structured data for monthly and daily reporting cycles
  • Designed and implemented ETL data flows across SAP ECC and third-party flat file sources, creating DSOs and InfoCubes as staging and modeling layers
  • Developed custom ABAP transformation logic to map relationships, derive fields, and ensure client-specific validation requirements
  • Monitored production load jobs and conducted real-time error resolution, including manual data cleansing and job reruns for failed loads
  • Created interactive reports using SAP BEx Analyzer with pivot tables, parameter filters, and time-based comparisons for finance teams
  • Participated in project status updates with on-site client stakeholders; contributed to an SLA tracking project by defining reporting logic
  • Supported the migration to JIRA by designing a ticket classification framework, introducing new categories and naming conventions for enhanced traceability
  • Skills: SAP BW, SAP HANA, BEx Analyzer, ABAP, ETL Design, Financial Reporting, Data Cleansing, Job Monitoring, SLA Metrics, Client Communication, JIRA Migration, Excel Reporting
SAP BWSAP HANABEx AnalyzerABAPETL DesignFinancial Reporting+7

Orient cement

Graduate Engineering Trainee

Jul 2018May 2019 · 10 mos · Jalgaon, Maharashtra, India

  • Ensured uninterrupted and efficient power delivery across plant operations while executing key electrical infrastructure upgrades for performance and visibility.
  • Led the installation of a new Power and Control Centre for operational drives, improving isolation, reducing fault propagation, and enhancing system reliability
  • Deployed an Energy Management System using fiber-optic metering and SCADA integration, enabling real-time monitoring and detection of electrical anomalies
  • Skills: Power System Maintenance, SCADA Integration, Industrial Drives, Electrical Panels, Energy Monitoring, Control Systems, Preventive Maintenance, Fiber Optic Communication
Power System MaintenanceSCADA IntegrationIndustrial DrivesElectrical PanelsEnergy MonitoringControl Systems+2

Education

Indian Institute of Management Mumbai

Business Administration and Management — General

Jan 2020Jan 2022

Visvesvaraya National Institute of Technology

Bachelor of Technology - BTech — Electrical and Electronics Engineering

Jan 2014Jan 2018

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