Data Engineer · AI Builder · Founder of Unwind AI

Dhairya Pareek

I build data systems, AI workflows,
and product experiences that turn
raw information into decisions.

unwind-ai — core/orchestration
› _
Explore Unwind AI View Projects Download CV
Berlin, Germany  ·  Open to Relocation
0+
AI Products Built / In Dev
0mo
Industry Experience
0+
Production Systems Shipped
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Sectors: Agri · Productivity · Automation
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Python Apache Spark Databricks Snowflake RAG Pipelines Open-weight LLMs Vector Search Workflow Automation PyTorch SQL GoHighLevel Looker Studio Power BI MongoDB ETL Pipelines Decision Engines Local AI Deployment Python Apache Spark Databricks Snowflake RAG Pipelines Open-weight LLMs Vector Search Workflow Automation PyTorch SQL GoHighLevel Looker Studio Power BI MongoDB ETL Pipelines Decision Engines Local AI Deployment

Unwind AI Ecosystem

Building AI systems that move
from raw data to real-world decisions.

Unwind AI is my venture for building custom AI automation layers, retrieval systems, local model workflows, and product-embedded intelligence across agriculture, productivity, and business operations.

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Venture
AI Venture · Open-weight Automation Layer

Unwind AI

A custom AI automation venture building production-grade intelligence systems using open-weight models, retrieval architectures, prompt layers, guardrails, APIs, and workflow integrations. The umbrella platform powering everything else.

Input
›
Retrieval
›
Model Layer
›
Guardrails
›
Actions
Open-weight model workflows Llama-powered local AI RAG & vector search Workflow automation API-connected agents Private / local deployment
Visit Unwind AI ↗ View Architecture Discuss a Build
Live Product
Agricultural Intelligence · Commodity AI

KYC Agri

An agricultural and commodity intelligence platform where Unwind AI acts as the intelligence layer. Supports article summarization, market signal extraction, commodity research workflows, and AI-assisted price prediction.

Commodity intelligence Article summarization Market signal extraction Predictor support Research acceleration Private AI backend
Built for Agri traders · Commodity professionals · Market researchers
View KYC Agri ↗ See AI Workflow
In Development
AgriTech Decision Support

Happy Agri

An AI-powered agri decision-support platform designed to help farmers, traders, and agri businesses convert farm inputs, crop history, weather context, and market data into practical recommendations.

Weather
Crop
Market
Soil
Yield
Risk
Crop intelligence Farmer decision support Market price feeds Advisory workflows AI-generated farm plans Decision engine architecture
View Concept Explore Decision Engine
Coming Soon
iOS App · AI Goal Coach

Unwind Dreams

A premium AI-powered goal achievement app. Helps users talk through their ambitions, convert them into realistic plans, track daily execution, adapt routines, and stay accountable through a social layer.

Today's Streak 🔥 14 days
AI Check-in Plan adapted →
Goal Map 73% on track
Conversational goal-setting Adaptive daily plans Streak tracking Friends accountability iOS-first experience AI plan adaptation
Preview Concept Join Waitlist

Intelligence Architecture

From business data to
product-embedded intelligence.

Every Unwind AI system follows a consistent orchestration pattern — modular, domain-specific, and built for production.

01
Business Data
APIs, market feeds, documents, structured data, events
02
Retrieval
Vector search, embedding, context selection, RAG layer
03
Prompt Layer
Domain prompts, instructions, context injection, guardrails
04
Model Layer
Open-weight LLMs (Llama), local or cloud inference
05
Guardrails
Output validation, safety filtering, response structuring
06
Product Output
Decisions, summaries, alerts, plan generation, API actions
Infrastructure Open-weight model infrastructure · domain-specific orchestration · retrieval · workflow automation · product integration — not a proprietary foundation model.

Builder Snapshot

Engineering stack.
Production-first mindset.

AI Engineering

Intelligence Layer

Open-weight LLMsRAGVector Search Prompt ArchitectureWorkflow AgentsLocal Inference
Data Engineering

Pipeline Layer

PythonApache SparkDatabricks SnowflakeSQLETL
Backend & APIs

Integration Layer

REST APIsGoHighLevelWebhooks MongoDBAutomationJavaScript
Analytics & BI

Insight Layer

Looker StudioPower BIGA4 R / ggplot2PlotlyStreamlit

Projects

Real systems.
Real data. Real impact.

Flagship · Analytics Engineering

Formula One
Analytics Platform

5-layer data pipeline from raw ingestion through Spark transforms, Snowflake warehouse, and interactive Streamlit delivery. 75 years of F1 data.

PythonSparkDatabricksSnowflake
Open Live Demo ↗ All Projects
Applied AI

AI Studio — RL Environment

Custom RL training environment with environment design, reward logic, and iterative agent policy improvement.

View on GitHub
Quantitative Systems

HFT Simulation

Python-based high-frequency trading simulation testing synthetic market behavior and execution strategy.

View on GitHub
View All Projects →
Available for Projects · EU / Remote / Relocation

Build with me.

Discuss AI systems, automation, data products, or venture collaborations. Looking for someone who ships production systems, not just prototypes.

happy4hnyb@gmail.com LinkedIn GitHub
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