Turning Complexity into Clarity. Building Products that Work. Exploring AI that Thinks.

Technical Product Owner | Engineer | AI Explorer

12+ years of building real-world, scalable solutions across grid tech, wind energy, industrial IoT, and healthcare. Blending deep technical roots with sharp product thinking. Now pushing boundaries with LLMs, AI tooling, and chatbot benchmarking.

Built with Purpose. Driven by Logic.

Product Ownership

Set vision, manage backlog, drive execution. Delivered €1.2M+ value/year in grid solutions.

  • Stakeholder alignment
  • Vision & roadmap creation
  • User story development
  • Release planning

Engineering-Led Execution

Developed apps, APIs, and systems—Android, iOS, CI/CD, Serverless, Microservices.

  • Mobile development
  • Backend architecture
  • API design & integration
  • Performance optimization

AI Tooling & LLMs

Designing AI workflows, fine-tuning LLMs, benchmarking chatbots.

  • Prompt engineering
  • Model fine-tuning
  • Deployment optimization
  • Performance benchmarking

Innovation at Scale

From smart glass apps to BLE-based assembly tracking, I bridge hardware + software.

  • IoT solutions
  • Real-time tracking
  • Computer vision
  • Hardware integration

Featured Work

Energy

GridFit – Siemens Energy

E2E platform for grid code parameter management. Delivered €1.2M+ yearly value.

  • Led development with HCL talent partners
  • Deep domain understanding in wind energy & turbine systems
  • Reduced configuration time by 60%
IoT

Track & Trace – Siemens Energy

BLE-based real-time production visibility system deployed in European units.

  • Full hardware + software delivery
  • 2 years of execution ownership
  • Improved production efficiency by 35%
ML/CV

Blade Casting – Computer Vision QC

Optimized defect detection using ML and CV, reducing manual QC in turbine blades.

  • Implemented real-time processing pipeline
  • Reduced inspection time by 75%
  • Improved detection accuracy by 40%
AR

Remote Assistance – Makino

Smart glass Android app for remote troubleshooting, reducing service costs.

  • Led team of 5, end-to-end Android + VM deployment
  • Innovation-driven prototype to production
  • Cut service costs by 45%

Tech Stack

Languages

Python
Java
JavaScript
C#
Kotlin
Swift

Mobile

Android
iOS
React Native
Flutter

Backend

REST APIs
SQL
Docker
CI/CD
Microservices
Serverless

Cloud

AWS
Azure
Firebase
GCP

Tools

Git
JIRA
Postman
Figma

Blog

June 15, 2024 AI

Benchmarking the Latest LLMs: GPT-4 vs Claude 3

A deep dive into the performance characteristics of leading language models and their practical applications.

Read More
May 28, 2024 Product

The Ultimate Guide to Technical Product Ownership

Lessons learned from 12+ years managing complex technical products in enterprise environments.

Read More
April 10, 2024 Technical

Optimizing Real-time IoT Systems for Industrial Applications

Architecture patterns and implementation strategies for high-performance industrial IoT deployments.

Read More

About Me

Based in Bangalore, India

Tech is future

Passionate about building meaningful products, scaling solutions, and integrating AI into everyday workflows

Soft Skills

Strategic Thinking Logical Reasoning Scope Clarity Communication Stakeholder Alignment

Resume & Contact

Contact: ashokofficial55@gmail.com

Website: www.guyknowsai.com