
AGMIS
Academic Guidance & Monitoring Intelligence System
Transforming educational data into actionable insights for students, teachers, and institutions.
I don't just study AI—I build it. From voice agents to analytics platforms, I create intelligent systems that automate work, uncover insights, and deliver measurable value for businesses.
Building Production-Ready AI & Data Solutions
Building data-driven systems using applied machine learning, prompt engineering, and automation to create practical solutions for real-world problems.



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.
My journey started with curiosity in Data Science and grew into building practical AI systems that people and businesses can actually use.
I believe technology should solve real problems, and that AI should empower people rather than replace them. My focus areas are Healthcare AI, Business Intelligence, and Automation.
More about my philosophyModern businesses don't need more code. They need solutions. Instead of asking 'Which framework should we use?', I first ask 'What problem are we trying to solve?'
I start from the problem and the outcome, not the framework. Technology is a means to a measurable result.
I build AI-driven products people actually use — predictive analytics, intelligent agents, and scalable data systems, not just demos.
Ideas turn into production-ready systems. I ship, iterate, and pay attention to the details that matter.
I design for real users and real workflows, balancing usefulness, clarity, and long-term maintainability.
I look for repetitive, manual work and replace it with reliable automation that frees people for higher-value tasks.
AI moves fast. I keep learning deliberately and translate new capabilities into practical business value.
Rather than telling you what I can build, I'd rather show you.
This AI Voice 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 AI—not as a technology demo, but as a practical business solution.

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.
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.
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 · Mumbai, India
A curated set of credentials in AI agents, RAG, multiagent systems, and analytics.
IBM
IBM
IBM
IBM

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