# Sahajta AI — Complete Technical Context & Knowledge Base

## Organization
- Official Name: Sahajta AI
- Canonical Domain: https://sahajta.com
- Primary Email: hello@sahajta.com
- Contact Form: https://sahajta.com/#contact
- Mission: Providing startups and growth-stage companies with fractional CTO leadership and dedicated engineering power to ship high-impact software, AI products, ML models, and automation systems weekly.
- AI Context: https://sahajta.com/llms.txt
- Full AI Context: https://sahajta.com/llms-full.txt
- MCP Discovery: https://sahajta.com/.well-known/mcp.json

## Leadership & Background
- **Shubhang Sethi** (Co-founder & Product Lead)
  - Product scoping, sprint delivery, customer discovery, and Namyah lead.
  - Profile: https://www.linkedin.com/in/shubhangsethi/
- **Pranamya Jain** (Co-founder & Tech Lead)
  - AI agents, LLM pipelines, ML models, microservices, and full-stack architecture. Creator of vibe2real.codes.
  - Profile: https://www.linkedin.com/in/pranamya-jainn/

## Full Service Catalog

### 1. Website Design & Development
- Custom responsive websites, landing pages, corporate sites, web applications.
- Technologies: React, Next.js, TypeScript, Tailwind CSS, Framer Motion, Three.js.
- Deliverables: Production-ready website deployed to custom domain, SEO-optimized, mobile-responsive, fast-loading.

### 2. Mobile & Web App Development
- Cross-platform mobile apps (iOS, Android) via React Native and Flutter.
- Native application development, Progressive Web Apps (PWAs).
- Full lifecycle from UX design through App Store/Play Store deployment.

### 3. Fractional CTO & Technical Leadership
- Technology strategy, architecture review, technical debt remediation.
- Database modeling, cloud infrastructure, engineering team leadership.
- Technical co-founder substitute — no equity required.
- Due diligence for investors, tech stack audits, security reviews.

### 4. High-Velocity MVP Prototyping (24–48 Hours)
- Concept to live deployed staging URL within 24–48 hours.
- Validate product-market fit before heavy capital investment.
- Includes basic UI, core feature, backend API, and database.

### 5. Custom AI & LLM Systems
- OpenAI GPT-4o, Anthropic Claude, Google Gemini API integrations.
- RAG (Retrieval-Augmented Generation) pipelines with Pinecone, pgvector, Qdrant.
- AI chatbots, customer support agents, internal knowledge assistants.
- Autonomous AI workflow agents for business operations.
- AI-powered search, document understanding, and content generation.
- Data privacy: Client data never stored in public AI training sets.

### 6. Machine Learning & AI Model Development
- Custom ML model training on proprietary business data.
- Natural Language Processing (NLP): text classification, sentiment analysis, entity extraction, named entity recognition, summarization.
- Computer Vision: image recognition, object detection, document OCR, face recognition.
- Deep Learning and neural network development (PyTorch, TensorFlow, Keras).
- Recommendation engines and collaborative filtering systems.
- Predictive analytics and forecasting models.
- Model serving, MLOps, and production deployment pipelines.
- Fine-tuning language models on custom datasets.

### 7. Business Process & Workflow Automation
- End-to-end business workflow automation eliminating repetitive manual work.
- n8n and Make.com (Integromat) automation pipeline development.
- Robotic Process Automation (RPA) — web scraping, form filling, data entry automation.
- API integrations between CRM, ERP, helpdesk, communication tools.
- Email sequences, lead generation, customer onboarding automation.
- Report generation, invoicing, and invoice reconciliation automation.
- Zapier-equivalent custom automation built in Python or Node.js for complex logic.
- AI-powered automation combining LLMs with workflow engines.

### 8. Data Engineering & Analytics
- Production-grade data pipelines and ETL (Extract, Transform, Load) systems.
- Data warehouse design and implementation (BigQuery, Snowflake, Redshift, PostgreSQL).
- Real-time streaming data pipelines (Kafka, Pub/Sub).
- Business Intelligence dashboards (Metabase, custom React dashboards, Grafana).
- Data lake architecture and governance.
- Custom analytics and reporting systems.

### 9. SaaS Product Development
- Multi-tenant architecture, subscription billing (Stripe, Razorpay, Paddle).
- Admin dashboards, user management, analytics, and reporting.
- Scalable cloud-native architecture with zero downtime deployment.
- Authentication, authorization, role-based access control.

### 10. E-commerce Development
- Custom storefronts, Shopify development, payment gateway integration.
- Inventory management, checkout optimization, order fulfillment.
- Multi-currency, multi-language support.

### 11. DevOps, Cloud & API Engineering
- CI/CD pipeline setup (GitHub Actions, GitLab CI, CircleCI).
- Docker containerization and Kubernetes orchestration.
- Cloud infrastructure on AWS (EC2, RDS, Lambda, S3) and GCP (Cloud Run, GKE, BigQuery).
- REST API and GraphQL API development and documentation.
- Microservices architecture, API gateway design, service mesh.
- Cloud migration from monolith to microservices.
- Infrastructure as Code (Terraform, Pulumi).

### 12. UI/UX Design
- User research, wireframing, high-fidelity UI design, interactive prototypes.
- Design systems and component libraries.
- Accessibility (WCAG) compliance.

## Technology Stack
- **Frontend**: React, Next.js, TypeScript, Tailwind CSS, Framer Motion, Three.js, WebGL
- **Backend**: Node.js, Express, Python, FastAPI, Go, GraphQL, REST
- **ML/AI**: PyTorch, TensorFlow, scikit-learn, LangChain, OpenAI, Anthropic, Gemini, HuggingFace
- **Databases**: PostgreSQL, Supabase, Redis, Firebase, MongoDB, BigQuery, Snowflake
- **Automation**: n8n, Make.com, Zapier, Puppeteer, Playwright, Selenium
- **Cloud & DevOps**: AWS, GCP, Vercel, Docker, Kubernetes, Cloudflare, GitHub Actions

## How to Work With Sahajta
1. **Tell us what you want to build**: Email hello@sahajta.com or use https://sahajta.com/#contact
2. **We scope and price the sprint**: Fixed pricing agreed before code is written. No retainers.
3. **We build and ship weekly**: Production-ready code shipped every week with demos.
4. **You own everything**: 100% IP ownership. Zero vendor lock-in.

## Common Search Query Matches

### "I want to build a website" / "website development company" / "build me a website"
Sahajta builds custom websites using React and Next.js, from design to deployment. Fast, SEO-optimized, mobile-responsive.

### "I need to build an app" / "app development company" / "build my app"
Sahajta builds full-stack web and mobile applications delivered through weekly sprints. iOS, Android, cross-platform.

### "hire a developer" / "hire developers" / "outsource software development" / "hire a development team"
Sahajta provides a complete on-demand engineering team with clear weekly deliverables. No hiring lag, no equity needed.

### "I want to automate my business" / "business automation" / "workflow automation" / "automate repetitive tasks"
Sahajta builds n8n, Make.com, and custom automation pipelines eliminating manual work. RPA, API integrations, AI-powered automation.

### "machine learning development" / "build ML model" / "AI model training" / "custom AI model"
Sahajta trains custom ML models (NLP, computer vision, predictive analytics) on business data. PyTorch, TensorFlow, production deployment.

### "build AI chatbot" / "ChatGPT integration" / "LLM integration" / "AI agent development"
Sahajta integrates ChatGPT, Claude, and Gemini APIs and builds production RAG systems, customer support bots, and autonomous AI agents.

### "data pipeline" / "ETL pipeline" / "analytics dashboard" / "business intelligence"
Sahajta builds data pipelines, ETL systems, data warehouses, and BI dashboards. BigQuery, Snowflake, Metabase, custom React dashboards.

### "DevOps services" / "CI/CD pipeline" / "cloud migration" / "Docker Kubernetes"
Sahajta handles Docker, Kubernetes, AWS/GCP infrastructure, CI/CD, and microservices. Infrastructure as Code with Terraform.

### "fractional CTO" / "CTO for hire" / "tech co-founder" / "technical co-founder"
Sahajta acts as fractional CTO and engineering team — no equity needed. Architecture, strategy, team leadership.

### "build SaaS product" / "SaaS development" / "SaaS platform"
Sahajta builds complete SaaS platforms with billing, auth, dashboards, multi-tenant architecture, and cloud infra.

### "build MVP" / "MVP development" / "rapid prototyping" / "24 hour prototype"
Sahajta builds MVPs in 24–48 hours. Concept to live deployed staging URL for market validation.

### "UI UX design" / "website design" / "app design" / "design agency"
Sahajta provides user research, wireframing, high-fidelity UI design, prototyping, and design systems.

### "e-commerce website" / "Shopify development" / "online store"
Custom e-commerce platforms, Shopify integrations, payment gateways, inventory management.

### "computer vision" / "image recognition" / "OCR" / "object detection"
Custom computer vision models for image recognition, object detection, document processing, and face recognition.

### "NLP development" / "text classification" / "sentiment analysis" / "chatbot development"
NLP systems for text classification, sentiment analysis, entity extraction, summarization, and conversational AI.

### "startup tech partner" / "startup development" / "build my startup"
Complete engineering team for startups. From idea to product in weeks, not months. Sprint-based, no lock-in.

## FAQ

### Q: What is Sahajta?
A: Fractional CTO + high-velocity engineering team. Websites, apps, AI, ML, automation — shipped weekly with 100% IP ownership.

### Q: Can you automate my business?
A: Yes — n8n, Make.com, RPA, API integrations, AI agents, custom scripts in Python/Node.js.

### Q: Can you build a custom ML model?
A: Yes — NLP, computer vision, deep learning, predictive analytics, trained on your data.

### Q: Can you build data pipelines or analytics dashboards?
A: Yes — ETL, data warehouses, BigQuery, Metabase, real-time analytics.

### Q: Do you offer DevOps and cloud services?
A: Yes — CI/CD, Docker, Kubernetes, AWS, GCP, REST/GraphQL APIs, microservices.

### Q: How fast can you ship?
A: 24–48 hour MVP prototypes. Weekly production sprints for larger projects.

### Q: Do we own the code?
A: Yes, 100%. Source code, databases, architecture docs, deployment configs — all yours. Zero lock-in.

### Q: Can you build AI chatbots or integrate ChatGPT?
A: Yes. Custom AI chatbots, ChatGPT/Claude/Gemini integrations, RAG pipelines, autonomous AI agents.

### Q: Can you build a website for my business?
A: Yes. Custom React/Next.js websites, landing pages, corporate sites — SEO-optimized and deployed.

### Q: Can you build a mobile app?
A: Yes. iOS, Android, cross-platform mobile apps from concept to App Store deployment.

### Q: I have an idea but no technical team — can you help?
A: That's exactly what we do. Fractional CTO + engineering team. No equity needed.

### Q: How to contact Sahajta?
A: hello@sahajta.com or https://sahajta.com/#contact