AI Project Portfolio

Real-world AI systems built for healthcare, startups, and enterprises — from automation pipelines to multi-agent systems.

Automation Projects

Healthcare
Python LangChain Twilio AWS Lambda

Appointment Reminder Automation

Problem

A private clinic was losing 30% of appointments to no-shows, costing ₹3L+ per month.

Solution

Automated WhatsApp + email reminder pipeline with AI-personalised messages sent 48 hrs, 24 hrs, and 2 hrs before each appointment.

Outcome

47% reduction in no-shows · ₹1.4L recovered monthly

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Finance
Python OpenAI FastAPI PostgreSQL

Invoice Processing Automation

Problem

Finance team spending 15+ hours/week manually extracting data from vendor invoices and logging into ERP.

Solution

AI pipeline that extracts line items, totals, and vendor details from any PDF format, validates against PO records, and pushes to ERP automatically.

Outcome

90% reduction in processing time · 0 manual errors

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Agentic AI Systems

SaaS · Sales
LangGraph OpenAI CRM API Python

Lead Qualification Agent

Problem

Sales team wasting 60% of call time on unqualified leads sourced from inbound forms.

Solution

Multi-step agent that researches each lead's company, scores fit against ICP criteria, enriches CRM records, and routes hot leads with a brief to the sales rep.

Outcome

3x more qualified meetings booked per week

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Enterprise
CrewAI Firecrawl OpenAI Slack

Competitive Intelligence Agent

Problem

Product and marketing team had no visibility on competitor pricing, feature releases, or positioning changes.

Solution

Autonomous agent monitors 12 competitor websites daily, detects changes, and delivers a prioritised intelligence brief to Slack every morning.

Outcome

Daily intel reports · Zero manual research hours

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Knowledge & Document AI

Healthcare
FastAPI Pinecone OpenAI LangChain

Hospital Clinical Knowledge Base

Problem

Clinical staff spending 20+ minutes searching through 10,000+ protocol documents for procedure guidelines.

Solution

RAG system ingesting all clinical PDFs, SOPs, and guidelines. Department-level access control. Answers include citations and page references.

Outcome

2-min average query resolution · 10x faster than manual search

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Legal
Python Weaviate GPT-4 Docker

Legal Contract Analysis System

Problem

Lawyers spending 4–6 hours reviewing each 500+ page contract for non-standard clauses and risk flags.

Solution

RAG pipeline that ingests contract PDFs, extracts key clauses, flags deviations from standard templates, and produces a risk summary report.

Outcome

80% faster contract review · Risk flags in under 5 minutes

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Conversational AI

Healthcare · WhatsApp
Python Twilio LangChain FastAPI

WhatsApp Healthcare Bot

Problem

Multi-speciality clinic overwhelmed with 200+ daily WhatsApp queries for appointments, prescriptions, and FAQs.

Solution

24/7 WhatsApp AI that books appointments, answers medical FAQs, sends prescription reminders, and hands off to staff for complex cases.

Outcome

60% reduction in staff query volume · 24/7 patient support

Learn about chatbots
E-commerce · Support
Python OpenAI Shopify API React

E-commerce Support Bot

Problem

D2C brand receiving 500+ support tickets/month on order tracking, returns, and product questions — all handled manually.

Solution

Embedded AI chatbot connected to Shopify for real-time order data. Resolves order tracking, initiates returns, and answers product questions with RAG.

Outcome

40% ticket reduction · 4.8/5 CSAT score maintained

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Physical World + AI

Manufacturing
Python OpenCV TensorFlow AWS IoT

Smart Factory Quality Control

Problem

FMCG manufacturer experiencing 5% defect rate on packaging line, causing costly recalls and customer complaints.

Solution

Computer vision system on the production line detects defects in real time, triggers rejection, and logs anomalies for shift supervisor review.

Outcome

Defect detection: 62% → 98.5% · Zero recalls post-deployment

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AI-Powered Analytics

Enterprise · BI
Python FastAPI LangChain PostgreSQL

Natural Language BI Dashboard

Problem

Leadership team waiting 2+ days for analysts to produce ad-hoc business reports and custom queries.

Solution

AI dashboard where executives type questions in plain English — the system generates SQL, runs the query, and renders a chart with a written summary.

Outcome

5-min report generation vs. 2-day analyst cycle

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Have a problem like these?

Every project started with a 30-minute discovery call. Let's talk about your business and find the right AI approach.