Nikhitha Kurra
Professional Summary
Machine Learning Engineer with 0 years of experience in AI & ML, data analytics, and QA testing. Skilled in Python, SQL, computer vision (YOLO/OpenCV), scikit-learn, Pandas, and test-driven QA processes. Experienced in building end-to-end ML prototypes and supporting data-driven decision-making during internships; seeking an entry-level ML Engineer, Data Analyst, or QA Engineer role to deliver reliable technical solutions and measurable business value.
Technical Skills
Work Experience
- Performed manual and functional testing across web application features each sprint, creating and executing test cases to validate requirements and acceptance criteria using Jira.
- Reproduced, triaged, and documented defects in Jira; collaborated directly with developers to verify fixes and close issues during regression cycles.
- Authored and maintained test-case documentation and checklists to standardize QA coverage for new features and bug fixes, improving handover clarity.
- Executed cross-browser and responsive testing to identify UI and compatibility issues across major browsers and device sizes before releases.
- Participated in Agile ceremonies, provided QA status updates and risk assessments, and coordinated release verifications with the development team.
- Conducted exploratory testing and pre-release validation on builds to ensure deployment readiness and reduce post-release incidents.
- Collected, cleaned, and validated operational datasets using Python and Pandas to prepare transaction and business data for analysis.
- Wrote SQL queries against MySQL databases to extract cohorts and compute key metrics used by operations and product teams.
- Performed exploratory data analysis and feature engineering to surface trends and factors affecting business KPIs.
- Built reports and visualizations using Python and Microsoft Excel to communicate findings and recommended actions to stakeholders.
- Documented analysis methodology, maintained basic data dictionaries, and delivered concise stakeholder reports under mentor guidance.
- Automated recurring report generation using Pandas and Excel templates to streamline weekly operational decision-making.
Projects
- Designed an end-to-end computer vision pipeline to process CCTV video streams for crowd density estimation and suspicious-activity detection.
- Implemented YOLO-based object detection and OpenCV tracking to detect and follow individuals and compute density metrics in near real time.
- Optimized the inference pipeline for low-latency processing and demonstrated a proof-of-concept that leveraged existing CCTV hardware without additional infrastructure.
- Aggregated attendance, marks, and participation datasets and engineered predictive features to flag at-risk students.
- Trained and tuned ensemble models including Random Forest, XGBoost, and Logistic Regression using cross-validation to optimize F1 and ROC-AUC.
- Evaluated model performance, produced visualizations and reports, and recommended targeted interventions to support data-driven educational decisions.
Education
Certifications
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