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Engineering Log

A comprehensive showcase of production systems, automated workflows, AI integrations, and developer toolkits.

CASE STUDY Automated Workflows

FinTech Agent Bot

Enterprise Financial AI Agent

The Challenge

Static LLMs hallucinate on real-time financial data and cannot execute secure banking transactions.

The Solution

Engineered an agentic workflow using Google ADK to route queries. The agent intelligently selects tools (Stock API, Transaction Engine) based on user intent.

Codebase
Live Project *External link (may be offline)

SYSTEM ARCHITECTURE PIPELINE

User
Google ADK
Gemini API
Fin. Tools

TECHNOLOGY MATRIX

PythonGoogle ADKGemini API
CASE STUDY Reduced Support Tix

Aaruush Virtual Assistant

RAG-Powered Event Support

The Challenge

Tech fest attendees struggled to find specific event details buried in massive PDF schedules and websites.

The Solution

Built a Retrieval-Augmented Generation (RAG) pipeline. It embeds event docs into ChromaDB, allowing the LLM to answer context-aware queries instantly.

Live Project *External link (may be offline)

SYSTEM ARCHITECTURE PIPELINE

React UI
FastAPI
ChromaDB
LLM Inference

TECHNOLOGY MATRIX

LangChainChromaDBFastAPIReact
CASE STUDY Safety Automation

JanRakshak

AI-Powered Public Safety & Emergency Response Platform

The Challenge

Citizens often face delays in reporting emergencies, accessing public safety resources, and receiving timely assistance during critical situations.

The Solution

Developed a digital public-safety platform that streamlines incident reporting, emergency communication, and citizen-authority coordination through a centralized and accessible interface.

Live Project *External link (may be offline)

SYSTEM ARCHITECTURE PIPELINE

Citizen
Web Platform
AI Processing
Response System

TECHNOLOGY MATRIX

ReactFirebaseJavaScriptCloud FunctionsFirestore
CASE STUDY Digital Governance

LokSetu

Citizen-Government Digital Bridge

The Challenge

Millions of citizens struggle to access government schemes, submit grievances, understand eligibility requirements, and navigate bureaucratic processes.

The Solution

Built a citizen engagement platform that centralizes government scheme discovery, grievance registration, volunteer participation, document assistance, and public-service communication into a single digital ecosystem.

Live Project *External link (may be offline)

SYSTEM ARCHITECTURE PIPELINE

Citizen
LokSetu Portal
Scheme & Grievance Engine
Government Authorities

TECHNOLOGY MATRIX

ReactFirebaseJavaScriptFirestoreProgressive Web App

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