Portfolio Experience

Senior QA Automation Engineer and founder-builder crafting practical software systems, developer tools, and modern AI-ready workflows with a strong testing, backend, and embedded mindset.

Career XP
LVL 10+
Open Resume
Experience10+ Years

Across automation, embedded systems, QA, and software engineering.

Project ModeBuilder-First

Developer tools, platforms, utilities, and experimental systems.

Current VectorAI + Security

Expanding from robust automation into intelligent and secure systems.

Available to hire
santoshtvk

Automation Specialist | Software Engineer | Tutor | Techie Dad of Smart Toddler

About Me

The engineer behind the systems

Enterprise-grade automation, developer-tool craftsmanship, teaching instinct, and curiosity for AI, security, and embedded systems.

Signal Core

Santosh brings together enterprise software rigor and independent builder energy. His work spans financial automation, clinical platforms, multimedia validation, aerospace-adjacent embedded systems, and founder-led product creation through Pynfinity. The unifying trait is practical usefulness: build systems that solve real pain, teach clearly, and stay robust under change.

  • Practical learning over theoretical clutter
  • Systems designed for reliability and clarity
  • Teaching through decomposition and examples
  • A curiosity engine for AI, IoT, and security

Builder DNA

From Flask tools and browser utilities to Android experimentation and automation frameworks, the portfolio reflects someone who learns by shipping.

Mentor Mindset

A strong educator instinct shows up in how problems are broken down, how tools are designed, and how complex systems are made approachable for others.

Projects

Proof points in production

Each project is a real story of problem-solving, product thinking, and delivery under real-world constraints.

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Founder Platform

Pynfinity

A flagship ecosystem for developers that blends references, tools, learning resources, and expanding utilities into one personal product universe.

  • Developer-first platform vision built around Python and practical tooling
  • Combines references, utilities, portfolio storytelling, and future AI integrations
  • Extended from web presence toward Android reach
  • platform
  • ai
  • mobile
Visit project
Automation Utility

Browser Record & Replay Engine

A custom browser interaction recorder designed to capture user activity and replay it for testing, debugging, and repeatable validation.

  • Reduces friction in reproducing UI behaviors and exploratory bugs
  • Supports a more autonomous testing workflow
  • Shows product thinking beyond standard off-the-shelf tooling
  • automation
  • platform
Flask Tooling

Regex Visualizer and Interview Platform

A dual-purpose Flask system for regex debugging and coding evaluation with JSON-driven flows, scoring logic, and dynamic feedback.

  • Dynamic regex match highlighting and tool-assisted learning
  • Question-driven evaluation flows for coding and MCQ scenarios
  • Built to solve both developer and interviewer pain points
  • platform
  • automation
Backend Engineering

Flask REST API and Python Online Compiler

A set of proof points demonstrating backend design, HTTP method handling, and practical Python web tooling for execution-oriented workflows.

  • Multi-method API design and request handling
  • Hands-on backend product execution using Flask
  • Strong fit for explaining architecture and deployment thinking
  • platform
  • automation
Cross-Platform Curiosity

Android Integrations and Mobile Experiments

A smaller but important orbit of mobile work, from Android app exercises to platform extensions that expand access to builder-created tools.

  • Shows willingness to move ideas across form factors
  • Reinforces product curiosity beyond web-only delivery
  • Connects experimentation with broader user reach
  • mobile
Abilities

Capability zones built for real systems

Organized around product thinking, execution, reliability, and continuous learning velocity.

Automation Architecture

Framework thinking across UI, API, and database validation, with practical delivery in enterprise contexts.

  • Python automation
  • Pytest and Robot Framework
  • UI, API, DB validation
  • CI/CD-aware workflows

Backend and Tooling

Developer-facing software built with practical architectures and clear utility as the primary benchmark.

  • Flask applications
  • REST APIs
  • JSON-driven systems
  • Reusable utilities and productized tools

Data, AI, and Insight

An actively expanding layer focused on data analysis, machine learning, and AI-assisted system design.

  • Pandas and NumPy
  • Data visualization
  • ML/NLP curiosity
  • Agentic AI concepts

Security and Embedded Thinking

A mindset shaped by embedded environments, bug bounty interests, and systems that must work close to the metal.

  • Embedded Python and C/C++ exposure
  • Linux environments
  • IoT curiosity
  • Security-oriented learning
Timeline

From embedded systems to enterprise automation

Aerospace simulation, multimedia validation, clinical platforms, financial systems, and founder-led products.

2024 - PresentS&P Global

Senior Quality Assurance Automation Engineer

Driving automation for dynamic financial systems with Python, SQL, Databricks, and in-house frameworks in multi-environment setups.

  • Automated end-to-end financial projects across documents, APIs, and Oracle validation
  • Built Python utilities to improve testing and report validation
  • Shared reusable coding patterns and analytics thinking across the team
2021 - 2023Signant Health

Software Automation Engineer

Built large-scale clinical trial automation frameworks using Python, Robot Framework, Jenkins, SQL, REST, GraphQL, and reporting integrations.

  • Delivered 6+ dynamic end-to-end clinical automation frameworks
  • Integrated API services, Cosmos DB, and CI/CD pipelines
  • Connected automation output with Teams, Jira, and email workflows
2019 - 2021Qualcomm

Software Engineer

Worked on multimedia and voice validation for Linux-enabled and Android-based IoT targets with Python-driven analysis and device automation.

  • Implemented Python modules for playback, recording, and voice operations
  • Analyzed speech data, noise levels, and audio disturbances
  • Created Android applications for automating Android devices
2016 - 2019DRDL / DRDO

Embedded Engineer / Project Engineer

Contributed to aerospace simulator units and embedded Linux environments, working across Python, Qt, C/C++, FPGA interfaces, and system communication layers.

  • Developed simulator units with serial, USB/PCI, and FPGA-linked flows
  • Built Python and Qt widget-based applications
  • Worked with Linux utilities, Wireshark, and technical documentation
Contact

Let's build something remarkable together

Open to Python, automation, backend, quality engineering, developer tooling, and future-facing AI system opportunities where practical impact matters more than buzzwords.

Opportunity Fit
  • Senior Python or automation engineering roles
  • Backend and developer platform product teams
  • AI-ready testing and quality systems
  • Builder-friendly teams that value initiative
Current Expansion
  • Machine learning and practical NLP
  • Agentic AI patterns and intelligent software systems
  • Bug bounty workflows and secure system thinking
  • Data analysis and visualization that support product decisions