Hi, I'm Shreysth. I analyze problems, design AI solutions, and build practical systems that turn data into action.

AI-focused developer working across data analytics, machine learning, AI agents, API integration, automation, and data-driven applications.

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About me

I'm a Computer Science professional focused on applying AI, data, and software engineering to real-world problems. I enjoy understanding a problem first, identifying where intelligent automation can create value, and then building the technical solution around it.

My work spans data analytics, machine learning, AI agents, API integration, automation, and application development. I'm particularly interested in the space between business requirements and engineering—translating ambiguous problems into practical, measurable systems.

My recent work includes an AI agent orchestration system, an automated data intelligence pipeline, predictive machine-learning solutions, and business intelligence dashboards.

My projects

OrchestAgent

Local-first AI agent orchestration system for routing tasks, executing browser workflows, and evaluating agent behavior with bounded execution.

Python
AI Agents
Ollama
Browser Use
Evaluation

DataPulse

Automated data intelligence pipeline that ingests API data, calculates KPIs, detects anomalies, generates reports, and publishes insights.

Python
SQL
REST APIs
Pandas
Analytics
Streamlit
GitHub Actions

ChurnVision

Machine-learning solution for identifying customers at risk of churn through data analysis, classification models, and model evaluation.

Python
Pandas
Scikit-learn
XGBoost
TensorFlow
Machine Learning

Superstore Sales Intelligence

Business intelligence dashboard for analyzing sales, profitability, customer segments, regional performance, and trends.

Power BI
DAX
Excel
KPIs
Data Visualization

Technical Skills

AI & Intelligent Systems

LLMs
AI Agents
Agent Orchestration
AI Evaluation
Local LLMs

Data & Analytics

Python
SQL
Pandas
NumPy
Statistical Analysis
Power BI
DAX

Integration & Automation

REST APIs
API Integration
Browser Automation
Streamlit

Engineering & Delivery

Git
GitHub Actions
Automated Testing
CI/CD

Education & Certifications

Foundation of Cloud IoT Edge ML (NPTEL)

Explored the integration of cloud computing, IoT, and edge machine learning to build intelligent, distributed systems.

Feb-Apr 2025

Internet of Things: Design Concepts and Use Cases (SWAYAM)

Completed the SWAYAM certification course Internet of Things: Design Concepts and Use Cases, focusing on IoT architecture, protocols, and practical applications.

Jul-Dec 2024

Cloud Computing (NPTEL)

Successfully completed the 12-week NPTEL Cloud Computing course by IIT Kharagpur, demonstrating proficiency in cloud technologies and concepts.

Jan-Apr 2024

Databases and Python (Coursera & LinkedIn)

Earned certifications covering database fundamentals, SQL, Python, data analysis, and visualization using industry-standard tools and platforms.

Jan-Mar 2024

B.E. in Computer Science

Chandigarh University, Punjab, India

Computer Science education with hands-on work across data analytics, machine learning, software development, and AI-focused projects.

2023 - 2026

Diploma in Electronics & Communication Engineering

RBS Polytechnic College, Agra, India

Completed a Diploma in Electronics and Communication Engineering with practical exposure to electronic circuits, communication systems, embedded technologies, and industry experience through an internship.

2020 - 2023

Get in touch

Interested in AI, data, automation, or building practical technical solutions? You can contact me directly at shreysthkumar@gmail.com or send me a message using the form below.