
AGMIS
Academic Guidance & Monitoring Intelligence System
Transforming educational data into actionable insights for students, teachers, and institutions.
BSc Data Science graduate building practical data systems, automation pipelines, and analytics platforms while continuously learning.
Rather than telling you what I can build, I'd rather show you.
This conversational agent was developed to help a real estate business automate customer conversations, qualify leads, answer property-related questions, and provide continuous support without requiring additional staffing.
It demonstrates how I approach building intelligent systems—not as a technology demo, but as a practical business solution.
Skyline Properties · AI Voice Agent
Simulated conversation demo
Voice Line Ready
Press “Start Demo Call” to listen to a simulated real-estate qualification agent.
24/7 Availability
Customers are answered any time of day without additional staffing.
Reduced Operational Cost
Automating routine conversations lowers the cost of customer support.
Lead Qualification
Conversations capture intent and qualify leads before they reach the team.
Natural Conversations
Structured prompts keep responses human, helpful, and on-brand.
Transforming educational data into actionable insights for students, teachers, and institutions.
Educational institutions collect academic data but rarely convert it into actionable insights. AGMIS is a practical intelligence system that helps identify risks, improve academic monitoring, and support better decisions across every role.
The principles that guide my work, ensuring I deliver not just code, but real business value.
AI Systems Built
Certifications
Cost Reduction
Availability
I build honest systems and maintain transparent communication. No over-promising, just reliable delivery.
Ideas turn into production-ready systems. I ship, iterate, and pay attention to the details that matter.
Constantly exploring new AI paradigms and data structures to bring the best possible solutions to the table.
I start from the problem and the outcome, not the framework. Technology is a means to a measurable result.
I take full responsibility for the systems I build, from initial architecture to final deployment and maintenance.
AI moves fast. I keep learning deliberately and translate new capabilities into practical business value.
“Data is not just numbers on a screen; it is the digital footprint of real actions, and our job is to translate those footprints into clear, human guidance.”
— Hamza Siddiqui
A curated set of AI products, machine learning systems, and automation work — flagship products first.

Academic Guidance & Monitoring Intelligence System
Transforming educational data into actionable insights for students, teachers, and institutions.

AI Voice Agent for Real Estate
A voice agent that automates customer conversations, qualifies leads, and answers property questions 24/7 for a real estate business.

AI-Powered Multi-Document Analysis Tool
A professional-grade multi-document analysis tool that extracts, analyzes, and synthesizes insights from financial, agricultural, educational, and other domain-specific documents using Groq LLMs.
An NLP pipeline that classifies customer feedback into actionable sentiment signals to support better business decisions.
A Retrieval-Augmented Generation system with natural voice interaction that grounds answers in trusted documents.
An upcoming healthcare analytics product focused on turning clinical and operational data into earlier, safer decisions.
From ERP data to Power BI dashboards — turning raw data into decisions.
Sahil Dresses
A curated set of credentials in AI agents, RAG, multiagent systems, and analytics.
IBM
IBM
IBM
IBM
IBM
IBM
Microsoft
Microsoft
IBM
IBM
IBM
IBM
IBM
IBM
Microsoft
Microsoft
IBM
IBM
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IBM

Interested in discussing Data Science, Data Analytics, Business Intelligence, or Automation? I'd be happy to connect.