Services

Quality, automation, and data services built around practical delivery.

I help teams improve software quality, automate critical workflows, and turn data into clearer decisions. The work is scoped based on your actual needs, so pricing is handled through quotation.

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Service 01

Quality Assurance

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Manual QA support for teams that need dependable releases, clearer defect reporting, and stronger coverage of critical workflows.

Release validation Regression coverage Defect visibility

Scope includes

Test planning and case design for features, changes, and key user journeys
Functional, regression, smoke, and exploratory testing where risk is highest
Bug reporting, retesting, and clearer defect tracking for development teams
Requirement review and release-readiness checks before deployment

Service 02

QA Automation

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Automation support for teams that want reliable repeatable coverage across web, mobile, and API flows without adding unnecessary complexity.

Web and mobile API workflows Reusable scripts

Scope includes

Selenium-based web automation for critical paths and regression-heavy journeys
Appium support for core Android flows and repeatable mobile test coverage
API testing, workflow validation, and automation for key system integrations
Framework setup, script cleanup, and maintainable test design for long-term use

Service 03

Data Science

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Applied data science support for teams working with messy datasets, exploratory research, or early-stage predictive use cases.

Clean datasets Baseline models Research support

Scope includes

Data cleaning, preprocessing, and feature preparation for model-ready datasets
Exploratory analysis to identify patterns, data issues, and useful signals
Baseline model comparison and practical evaluation for predictive work
NLP preparation, dataset structuring, and support for research-driven projects

Service 04

Data Analysis

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Analysis and reporting support for teams that need clearer numbers, sharper insights, and better visibility into operational performance.

SQL reporting Dashboards Business insights

Scope includes

SQL and Python-based analysis for operational, sales, and product questions
Dashboard support and reporting views that improve stakeholder visibility
Data quality checks, transformation, and cleanup for more reliable outputs
Insight summaries and structured findings for business and delivery teams

How I Work

Simple engagement flow

Start with the current problem, system, and delivery goals.
Define scope around the workflows or datasets that matter most.
Agree on deliverables, timeline, and communication rhythm.
Price the work through quotation based on scope and complexity.