Solar Power Forecasting
Forecasted short-term generation for two solar plants using Prophet & LSTM. Improved scheduling accuracy and reduced reserve costs.
MAE: 0.038
Python
I build production AI systems and dashboard automations that turn data into decisions.
• Certified Data Scientist
• I help startups and SMEs across healthcare, energy, and other enterprise to deliver analytics — from dashboards to deployable models.
- Production RAG agents • LangChain
- Power BI dashboards • DAX
- End-to-end ML pipelines
- Deployment & monitoring
Next Availability
Mon–Fri • 10:00–17:00 IST
RMSE: 0.052
Deployments: 2
Articles: 6
About
Quick Snapshot — My Story
I’m Deepak Kumar — a Data Scientist AI Agent Developer and Automation Engineer helping businesses grow faster through intelligent systems. I build solutions that combine machine learning, AI agents, automation, and data engineering to turn raw data into efficiency, clarity, and measurable business impact.
I design and deploy scalable ML pipelines, automation workflows, and RAG-powered conversational agents using modern AI stacks. My work focuses on reducing operational load, boosting decision speed, and enabling companies to increase revenue with smart, automated systems.
Core Strengths
- → Predictive analytics & time-series forecasting
- → Explainable AI (SHAP, LIME, XAI frameworks)
- → RAG systems & vector database–powered AI assistants
- → AI agent development using n8n & LangChain
- → Workflow automation for CRM, ops & business intelligence
- → Full-cycle data product development & deployment
Tools & Ecosystem
Python, scikit-learn, TensorFlow, PyTorch, LangChain, OpenAI, n8n, Pinecone, ChromaDB, SQL, Power BI, Streamlit, FastAPI, Docker, GitHub Actions, Vercel, and modern MLOps workflows.
Tech Stack — Layers
Modeling
scikit-learn, Prophet, PyTorch, GNN
LLM & Agents
OpenAI, LangChain, n8n
Retrieval
Pinecone, ChromaDB, PostgreSQL
Visualization
Plotly, Power BI, matplotlib, Seaborn
Deployment & Ops
FastAPI, Docker, Vercel
Automation
n8n, GitHub Actions
Selected Projects
End-to-end projects showing modeling, deployable demos and business impact.
Customer Churn Prediction (SHAP)
Built an explainable churn model for a telco client; SHAP-driven interventions led to an estimated 12–15% churn reduction in simulation.
AUC: 0.87
scikit-learn
Healthcare Analytics Dashboard
Interactive dashboards to analyze patient outcomes and operational KPIs. Reduced report generation time and improved capacity planning.
Reports: 10+
Tableau
Market Basket Analysis
Association rule mining for retail to design targeted cross-sell bundles, increasing average basket value.
Python
Financial Performance Dashboards
Developed Power BI dashboards for finance teams to monitor KPIs and perform variance analysis for leadership decisions.
Power BI
AI Agent — Research Assistant (Coming Soon)
End-to-end agent architecture combining retrieval + analysis + summarization to automate literature reviews.
RAG
Coming Soon →
Services — How I Help
Practical, outcome-driven data science & analytics services you can hire me for.
Data Cleaning & Feature Engineering
End-to-end ETL, data quality checks, and feature pipelines to prepare data for reliable modeling.
Pandas
SQL
Machine Learning Model Development
Supervised models, time-series forecasting, model validation, and interpretability (SHAP).
scikit-learn
TensorFlow
Dashboards & Reporting
Executive dashboards in Power BI & interactive prototypes in Streamlit for stakeholder-driven insights.
Power BI
Streamlit
RAG & LLM Integration
Build retrieval-augmented workflows to answer domain documents and build knowledge assistants.
LangChain
Vector DBs
Statistical Analysis & Research
Design experiments, hypothesis testing, regressions and reproducible reports for academic & industry research.
R / Python
Automation & Pipelines
Automate data workflows using n8n, Airflow/Prefect patterns and simple integrations for faster insights.
n8n
Insights & Articles
Short, practical guides and case studies I publish to help teams adopt ML responsibly.
Generative AI in Clinical Data
How generative models can assist clinicians while preserving privacy and accuracy.
Sep 2025
Read →
n8n + AI Agents for Workflow
Practical patterns to connect automation with LLMs for repeatable business processes.
Aug 2025
Read →
Predictive Analytics in Energy
Short-term forecasting and anomaly detection for plant operations.
Jul 2025
Read →
Data Privacy in AI Systems
Balancing innovation with responsible data use to protect patient and business privacy in AI workflows.
Jun 2025
Read →
Real-Time Analytics with AI
Deploying real-time AI analytics to improve decision-making in healthcare, logistics, and energy systems.
May 2025
Read →
Scaling AI for Enterprise
Best practices for taking machine learning solutions from prototypes to production at scale.
Apr 2025
Read →
Coming Soon
Future of AI in Education
AI-driven personalized learning systems and their impact on global education systems.
Coming Soon
Read →
Coming Soon
Sustainable AI Practices
Making AI models more energy-efficient and environmentally friendly for the future.
Coming Soon
Read →
Coming Soon
AI + IoT for Smart Cities
Integrating AI with IoT to build smarter, safer, and more efficient urban environments.
Coming Soon
Read →
Get in Touch
Have a project, collaboration, or question? Send a quick message and I’ll reply within 48 hours.
Contact Details
Email: agentbuilder10@gmail.com
Location: Haryana, India
Quick Availability
Open to freelance projects, contract work, and collaborations (remote worldwide).