Manikanta Girish P
Jersey City,NJ
Summary
AI-Driven SDET specializing in building resilient, enterprise-grade automation frameworks and React.js-based observability dashboards for high-stakes financial systems. Strong expertise in Java, Selenium, and n8n orchestration, with a proven track record of transforming legacy manual QA workflows into high-concurrency automated pipelines for faster, error-free releases. Databricks Certified Generative AI Engineer experienced in designing RAG-based QA intelligence pipelines to strengthen test coverage, traceability, and data-driven compliance.
Overview
3
3
years of professional experience
2
2
Certificate
5
5
years of post-secondary education
Work History
QA Automation Engineer
Incrivelsoft LLC
Jersey
02.2025 - Current
- Enterprise Automation: Designed an asynchronous automation framework using Java and n8n, converting sequential manual processes into a concurrent model that achieved a 30x throughput gain (previously manual/linear).
Full-Stack Observability: Developed a React.js internal dashboard for real-time monitoring of AI agent performance, enabling human-in-the-loop validation for automated outputs.
AI Quality Engineering: Streamlined validation for complex Microservices via prompt-driven test case generation, improving release-readiness and reducing manual script creation.
API Validation: Built robust REST/GraphQL testing suites with REST Assured, integrating them into Databricks pipelines to reduce regression feedback cycles by 40%.
Defect Triage: Partnered with design and development teams to perform root-cause analysis on high-priority defects, increasing coverage of critical user financial flows.
Business Development Intern
Edu Versity
Bengaluru
09.2022 - 05.2023
- - Analyzed CRM trends to deliver customer retention strategies, increasing repeat engagement by 15%.
- - Automated pipeline and reporting mechanisms, reducing manual effort and delay by 25%.
- Contributed to monthly sales targets achievement by consistently meeting individual KPIs related to lead generation activities.
Business Analyst Intern
Celebal Technologies Private
Jaipur
06.2022 - 08.2022
- - Built, tested, and maintained Tableau dashboards for operations, enabling data-driven decisions over datasets of 5M+ entries.
- - Collaborated cross-functionally to optimize BI workflows, achieving a 12% reduction in operational costs.
- Conducted data analysis to identify trends and support strategic decision-making processes.
Social Media Manager Intern
Ample Organization
09.2019 - 06.2022
- - Automated data-driven marketing campaigns (Python, Excel), enhancing user engagement by 40% and multichannel growth.
- - Used analytics dashboards to monitor trends and recommend strategic pivots.
Education
M.S. - Business Analytics
University of New Haven
USA 08.2023 - 05.2025
Bachelor of Science - Computer Science
Lovely Professional University
India 09.2019 - 04.2023
Accomplishments
- Orchestrated automation framework delivering 3000%+ testing velocity improvement using n8n + Python.
- Designed enterprise KPI dashboards cutting reporting cycles >30%; enabled executive decision agility.
- Implemented Gen AI-powered QA pipelines; accelerated software delivery and enhanced release quality.
- Presented actionable insights to cross-functional teams and secured C-level support for digital transformation.
- Awarded Letter of Recommendation for exceptional project impact and innovation.
Affiliations
Data Analytics Society, University of New Haven
Certification
- Databricks Accredited Fundamentals (2025)
- Databricks Certified Generative AI Engineer Associate (2025)
- Google Cloud Data & Storage Foundations (2025)
- SQL for Data Analysis (Microsoft/LinkedIn)
- Career Essentials in Business Analysis (LinkedIn)
- Lean Software Development (NASBA)
Timeline
QA Automation Engineer
Incrivelsoft LLC
02.2025 - Current
M.S. - Business Analytics
University of New Haven
08.2023 - 05.2025
Business Development Intern
Edu Versity
09.2022 - 05.2023
Business Analyst Intern
Celebal Technologies Private
06.2022 - 08.2022
Bachelor of Science - Computer Science
Lovely Professional University
09.2019 - 04.2023
Social Media Manager Intern
Ample Organization
09.2019 - 06.2022
Skills
- Generative AI (Building AI agents, LLMs, MLflow, Prompt Engineering, Vector Search, RAG)
- Data Analytics & Visualization: SQL, Python, R, Tableau, Power BI, Excel (Pivot, DAX, VBA)
- Cloud Platforms: Databricks, Google Cloud Platform, AWS
- Machine Learning: Regression, Classification, Time-Series, Forecasting (Prophet, Random Forest)
- Automation: ETL/ELT, RPA, Workflow Orchestration, KPI Dashboarding, Web Application Testing
- Business Intelligence, Executive Reporting, Data Storytelling
- Agile Project Management (Scrum, Lean), Data Compliance (GDPR/HIPAA)
- Leadership, Communication, Stakeholder Engagement
Recognition
Awarded formal Letter of Recommendation (executive leadership, Like Minded Software).