govindhasamy@opspilot:~$
run ./portfolio_init.sh
██████╗ ██████╗ ██╗ ██╗██╗███╗ ██╗██████╗ ██╗ ██╗ ██╔════╝ ██╔═══██╗██║ ██║██║████╗ ██║██╔══██╗██║ ██║ ██║ ███╗██║ ██║██║ ██║██║██╔██╗ ██║██║ ██║███████║ ██║ ██║██║ ██║╚██╗ ██╔╝██║██║╚██╗██║██║ ██║██╔══██║ ╚██████╔╝╚██████╔╝ ╚████╔╝ ██║██║ ╚████║██████╔╝██║ ██║ ╚═════╝ ╚═════╝ ╚═══╝ ╚═╝╚═╝ ╚═══╝╚═════╝ ╚═╝ ╚═╝
GOVINDHASAMY K
AI Engineer · Builder · Automator
govindhasamy@opspilot:~$whoami --verbose
// output
2
active roles
10+
repos
1M+
tweets
4
certs
identity.json
name:"Govindhasamy K"
role:"AI Engineer"
location:"Tiruchirappalli, TN 🇮🇳"
education:"B.Tech AI & DS @ IGCE"
grad:2026
available:true ✓
motto:"Build first. Learn deeply."
skills.sh --list
▸ Python
▸ Scikit-learn
▸ Pandas / NumPy
▸ NLP / NLTK
▸ OpenCV
▸ Agentic AI
▸ LLM Integration
▸ Automation
▸ Data Pipelines
▸ Git / GitHub
▸ Local-First AI
▸ Prompt Eng.
govindhasamy@opspilot:~$ls -la ./projects/
// project_directory
~/projects/opspilot/
OpsPilot
A local-first automation agent handling repetitive tasks without cloud dependency. Combines rule-based logic with LLM-driven decision making for intelligent execution.
→ Outcome: Privacy-aware agent with modular task pipeline demonstrating local-first AI principles.
PythonLLMsLocal-FirstAgent Design
⌥ view source →
~/projects/sentiment/
Twitter Sentiment Engine
End-to-end NLP pipeline processing 1M+ tweets with custom tokenization, stemming, and lemmatization. Focused on preprocessing quality over model complexity.
→ Outcome: Scalable pipeline handling 1M+ records with reusable modular architecture.
PythonNLTKPandasScikit-learn
⌥ view source →
~/projects/gemini-bot/
Gemini Chatbot
Conversational AI using Google Gemini API with context-aware multi-turn dialogue and clean prompt engineering patterns.
→ Outcome: Functional LLM chatbot with proper conversation state management.
PythonGemini APILLMPrompt Eng.
⌥ view source →
~/projects/cv-lab/
OpenCV Training Lab
Computer vision experiments covering image processing, object detection, and visual AI using OpenCV.
→ Outcome: Practical CV skills through real-time image processing and detection pipelines.
PythonOpenCVComputer Vision
⌥ view source →
govindhasamy@opspilot:~$cat /var/log/career_history.log
// career_history.log
- Designing and deploying local-first AI agents for productivity automation
- Engineering modular pipelines combining rule-based and LLM-driven logic
- Iterating on agent architecture to improve task accuracy and reliability
- Applying ML techniques to real-world data preprocessing and feature engineering
- Building Python automation scripts for internal workflow optimization
- Contributing to AI-assisted tooling for productivity improvements
- Providing technical consulting on AI/ML integration for business workflows
- Advising on automation opportunities and implementation strategies
- Completed structured AI/ML curriculum including deep learning and Mojo programming
- Built applied ML projects demonstrating data analysis and model building skills
govindhasamy@opspilot:~$tail -f /var/log/articles
// system_logs
[COMING SOON]
[INFO] 2026-Q1 · MEDIUM
Architecture of OpsPilot: Building Local-First OS Agents
Deep dive into designing privacy-aware automation agents that run entirely on your machine — no cloud, no leaks.
[COMING SOON]
[INFO] 2026-Q1 · MEDIUM
Optimizing Python for Large Datasets: The 1M Tweet Challenge
How I built a preprocessing pipeline handling 1M+ records — memory, chunking, and speed tips.
[COMING SOON]
[INFO] 2026-Q2 · MEDIUM
NLP Fundamentals: Tokenization & Lemmatization Explained
A beginner-friendly breakdown of text preprocessing — written for builders, not theorists.
govindhasamy@opspilot:~$netstat -active --connections
// network_status
smtp · email
kgovindhasamy16@gmail.com
tcp · linkedin
in/govindhasamy-k
git · github
github.com/kggopi-16
tcp · mobile
+91 8681058703
status
Open to internships & freelance
send_message.sh