Nilanjana Sarkar

CEO

Bengaluru, Karnataka, India10 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in AI-driven automation solutions.
  • Strong foundation in operations and quality assurance.
  • Proven ability to enhance decision accuracy and efficiency.
Stackforce AI infers this person is a SaaS expert specializing in AI automation and operational efficiency.

Contact

Skills

Core Skills

Applied AiAi AutomationQuality ControlBusiness Case AnalysisFront-end DevelopmentData Science

Other Skills

Google SheetsExcelData trackingPerformance monitoringOperational reportingMicrosoft ExcelReact jsExploratory Data AnalysisOperations ManagementProcess AutomationPrompt EngineeringAutomationBusiness Process ImprovementQuality AssurancePrompt Writing

About

I’m currently working at Springworks as an Applied AI Engineer, where I design and implement AI-driven automation solutions to transform and scale the Background Verification (BGV) process. Prior to this, I worked as an Operations Specialist in the QC team, where I focused on strengthening quality checks, reducing verification errors, and improving process efficiency. That operational experience gave me a strong foundation in understanding workflow bottlenecks, compliance nuances, and system limitations—insights that now directly shape the AI systems I build. Today, my work centers around applied AI and developing intelligent automation tools that minimize manual intervention, enhance decision accuracy, and significantly improve turnaround times. I specialize in re-architecting legacy workflows into scalable, AI-native systems—prioritizing operational stability and measurable productivity gains before scaling output. My goal is to leverage AI to create resilient,high-performance automation frameworks that elevate both efficiency and quality across the organization. I’m driven by the vision of building intelligent systems that seamlessly bridge human intent and execution, redefining how modern organizations operate through scalable AI automation.

Experience

10 mos
Total Experience
10 mos
Average Tenure
--
Current Experience

Springworks

3 roles

Applied AI Engineer

Promoted

Feb 2026Present · 4 mos

Applied aiAI automationQuality Control

Operations Specialist 1

Promoted

Sep 2025Feb 2026 · 5 mos

  • Supporting AI-powered background verification (BGV) pipelines by performing structured quality checks on automated outputs, ensuring high data integrity, compliance, and audit-readiness.
  • Conducting root-cause and trend analysis on verification mismatches to reduce false positives/negatives and improve precision of automated QC models.
  • Managing daily and hourly allocation of verification checks using internal query systems and dashboards to balance throughput, SLA adherence, and workload distribution across the QC team.
  • Handling high-priority and sensitive cases, including trial workflows, escalations, and key client verifications with strict turnaround times.
  • Leveraging tools like Google Sheets, Excel, and internal dashboards for real-time data tracking, performance monitoring, and operational reporting.
  • Collaborating with engineering and product teams to test automation outputs, report edge cases, and contribute to system tuning and workflow optimization.
  • Driving tech-first process improvements by integrating ops data into feedback loops for system training and automation enhancement—aligning human-in-the-loop QC with scalable AI systems.
Google SheetsExcelAI automationQuality ControlData trackingPerformance monitoring+1

Operations Analyst

Apr 2025Sep 2025 · 5 mos

Microsoft ExcelAI automationQuality Control

Uvolvex

Global Consulting Associate

Feb 2025Apr 2025 · 2 mos

  • Conducted strategic research and market intelligence across global sectors to support consulting initiatives and investment strategies.
  • Assisted in venture capital advisory, including evaluation of new ventures and startup ecosystems.
  • Provided direct support to the Founder's Office, contributing to high-priority and time-sensitive projects with a focus on precision and quality.
  • Contributed to background research and documentation for UK-India Bilateral Treaty trade discussions, providing insights and analytical support.
  • Maintained professional integrity and collaborated effectively with cross-functional teams in a fast-paced global consulting environment.
  • Delivered assignments under tight deadlines, consistently meeting expectations on quality and impact.
Microsoft ExcelBusiness case analysis

Innobyte services

Web Developer Intern

Jan 2025Feb 2025 · 1 mo

Front-End DevelopmentReact js

Prodigy infotech

Data Science Intern

Jun 2024Jul 2024 · 1 mo

Data ScienceExploratory Data Analysis

Education

Meghnad Saha Institute Of Technology(MSIT)

Bachelor of Technology - BTech — Electronics and Communications Engineering

Aug 2021Jun 2025

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