Sumit Verma

Operations Associate

Mumbai, Maharashtra, India14 yrs 9 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • 14+ years of experience in data science leadership.
  • Expert in deploying scalable ML solutions and AI initiatives.
  • Advanced Data Science diploma from IIM Calcutta.
Stackforce AI infers this person is a Fintech and Smart City data science leader with extensive experience in AI and machine learning.

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Skills

Core Skills

Machine LearningData ScienceData AnalysisBusiness Analysis

Other Skills

AWSAgileAnalytical SkillsAnalyticsApache SparkApplied Machine LearningApplied MathematicsArtificial Intelligence (AI)AutoMLAzureAzure Data FactoryBig DataChunking StrategiesCloud ComputingCommunication

About

Data science leader with 14+ years of experience, currently Assistant Manager at Linedata, driving finance and trade solutions through advanced statistical modeling, deep learning, and Gen AI. Proven expertise in managing cross-functional teams to deliver timely, high-quality projects, leveraging tools like Python, TensorFlow, Kubernetes, and cloud platforms (AWS, Azure). Skilled in project scope definition, stakeholder collaboration, and deploying scalable ML solutions. Holds an Advanced Data Science diploma from IIM Calcutta and certifications in Python and R, committed to applying analytics and AI to solve complex business challenges and create impactful value.

Experience

14 yrs 9 mos
Total Experience
4 yrs 11 mos
Average Tenure
5 yrs 7 mos
Current Experience

Linedata

3 roles

Assistant Manager

Promoted

Jan 2024Present · 2 yrs 5 mos

  • Orchestrated R&D and AI CoE initiatives with cloud platform adoption, accelerating innovation and increasing customer benefits by 30% across cross-functional teams.
  • Led GenAI deployment engineering—built scalable libraries and Agile delivery pipelines, cutting production time by 60%.
  • Developed NL-to-SQL AI agent on Azure OpenAI / AWS Bedrock with NoSQL & Big Data pipelines, improving query accuracy by 12%.
  • Enhanced AutoML frameworks and deployed MLOps (Databricks, Azure Data Factory, SQL, Power BI), delivering 3× faster batch & real-time predictions and 60% faster drift detection.
  • Implemented tree-based and boosting ML models to alert trading desks, reducing operational losses.
PythonTensorFlowKubernetesAWSAzureMLOps+6

Senior Engineer

Jan 2022Dec 2023 · 1 yr 11 mos

Senior Analyst

Sep 2020Dec 2021 · 1 yr 3 mos

Atos syntel

Business Data Analyst

Sep 2018Aug 2020 · 1 yr 11 mos · Pune · On-site

  • Data Analytics: Synthesized traffic data from detectors and controllers on to generate profile of traffic data to automate traffic signals through an intelligent traffic management algorithm.
  • Performed Proof-of-Concepts on ESRI integration to UTC map through Leaflet JS.
  • Performed Data Profiling and Data Quality Assessment of sensor data to identify traffic rules violator, traffic profiling and provision of customized dashboard for traffic operations for operators.
  • Worked with other stakeholders to frame the problem and prioritize data initiative activities across the product from mathematical and business standpoint.
  • Perform Solution evaluation of the proposed solution to meet the need of a low latency and highly scalable solution for a microservice architecture.
  • Used Statistical Techniques for Hypothesis testing to validate data and interpretations.
Data AnalyticsStatistical TechniquesData ProfilingData Quality AssessmentData Analysis

Cognizant

Associate - Business Analyst

May 2011Aug 2018 · 7 yrs 3 mos · Hyderabad Area, India

  • Data Analytics: Analyzed Claims data from Production to identify the Procedure codes and Diagnosis Code with High Value to perform risk-based approach towards identification of ICD10 codes for Testing.
  • Expertise in approach preparation of ‘To-Be’ product\solution based on ‘as-is’ System analysis and corresponding feasible studies.
  • Consistent experience in designing RFPs, Requirement Elicitation, Strategy Analysis, Scope Modelling, Metrics, Effort estimation and Resource planning, System assessment study across different health care modules for various clients in US HealthCare.
  • Managed stakeholders needs and worked on implementation a new architecture to Billing-Commission module reducing the job run time in production for Health Alliance Plan.
  • Traced, maintained , prioritized requirements by benefits, penalty, cost , stability, dependencies and risks on JIRA.
  • Lead and spearheaded approach for implementation of various US healthcare mandates Tiered Network, ICD10 Implementation.
  • Lead implementation of solutions across different line of business Commercial, Medicare etc.
  • Part of three-member team in the assessment and Implementation of Orange reporting application – or network performance.
  • Consistent experience in the following: writing Use Cases, User stories, identifying Business Scenarios, creating screen mock-ups.
  • Performed eligibility checks through Batch Eligibility Query Files and Transaction processing through Transaction Reply Response for different scenarios on Enrollment, Disenrollment, Reinstatements etc.
Data AnalyticsRequirement ElicitationSystem AssessmentStakeholder ManagementBusiness Analysis

Education

Scaler Neovarsity Woolf

Master's degree — Artificial Intelligence and Machine Learning

May 2022May 2024

Indian Institute of Management, Calcutta

Advanced Programme in Data Sciences — Data Analytics

Jan 2018Jan 2019

Dr. A.P.J. Abdul Kalam Technical University

Bachelor of Technology (B.Tech.) — Information Technology

Jan 2006Jan 2010

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