AI Solutions · PropTech · Asset Operations
Roshan Anand Patil
AI Solutions & Real Estate Operations Professional | Building AI Agents, PropTech Tools & Data-Driven Asset Strategies
AI Solutions and Real Estate Operations professional with 3+ years of experience combining Artificial Intelligence, data analytics, workflow automation, financial analysis, and real estate asset management to solve business problems.
About
Connecting AI, real estate, and operations
A practical blend of software, asset management, and commercial analysis for PropTech and operating teams.
I work at the intersection of Artificial Intelligence, PropTech, and real estate operations — designing systems that turn messy operational data into clearer decisions.
On the technology side, I design AI agents, LLM-powered workflows, automation solutions, data pipelines, market intelligence systems, and operational decision-support tools. I work hands-on with Python, SQL, Excel, web scraping, Generative AI, prompt engineering, and business process optimization.
On the asset side, I manage real estate across Pune and Navi Mumbai: acquisition, government auctions, compliance, refurbishment, leasing, short-term rentals, revenue optimization, occupancy, P&L analysis, cost tracking, and performance reporting.
Operator + builder
I do not only specify tools. I run assets, then automate the workflows that actually move occupancy, revenue, and reporting.
Decision-grade AI
Agents and LLM workflows are grounded in business rules, knowledge bases, and real estate data — not generic chatbots.
Commercial clarity
P&L, ADR, RevPAR, pricing, and cash-flow thinking sit next to product and data work, so stakeholders get numbers they can act on.
Experience
Operating assets while building AI systems
May 2023 – Present
Real Estate Operations Manager
BioEnable Technologies Pvt. Ltd., Pune
- Designed and developed AI agents and LLM-powered workflows for business automation, research, reporting, and operational decision support.
- Built adaptive AI workflows integrating business rules, knowledge bases, external tools, and real estate data sources.
- Automated data collection, market research, reporting, and repetitive operational processes using Python, SQL, Excel, Selenium, and AI tools.
- Managed a multi-asset real estate portfolio across Pune and Navi Mumbai covering acquisition, compliance, refurbishment, leasing, operations, and revenue stabilization.
- Identified and evaluated government auction and market-based property acquisition opportunities using financial, operational, market, and risk analysis.
- Prepared and analyzed P&L, revenue, cost, occupancy, ADR, RevPAR, and property performance metrics.
- Developed data-driven pricing and revenue strategies based on market demand, occupancy, seasonality, and competitive pricing.
- Converted residential assets into short-term rental models focusing on occupancy, revenue, and profitability improvement.
- Built dashboards and reports for financial performance, operational KPIs, market intelligence, and management decision-making.
- Coordinated with owners, tenants, brokers, vendors, contractors, and internal stakeholders.
Selected work
AI, PropTech, and revenue systems
Work spanning agents, market intelligence, auction workflows, and asset performance.
AI Agents & Automation Systems
AI agents for research, knowledge management, reporting, and business workflows — plus automated data collection and decision-support layers that reduce manual operational load.
GeoSquare — Market Intelligence
PropTech contribution to a market intelligence tool: market research, competitor analysis, feature planning, and collaboration with developers to improve data accuracy and usability.
CityAir — Property Search & Auctions
Contribution to a property search and government auction platform — focusing on practical usability, data quality, and workflows that help evaluate acquisition opportunities.
Real Estate Analytics & Revenue Optimization
Property market intelligence, pricing analysis, occupancy analytics, rental analysis, and asset performance tracking used to stabilize revenue and improve short-term rental models.
Competencies
Four capability clusters, one operating system
Real Estate & Asset Management
Data, Analytics & Automation
AI & PropTech (CityAir & GeoSquare)
Finance & Commercial Analysis
Education
Computer science foundation
2021
B.E. Computer Science
Marathwada Mitra Mandal's Institute of Technology, Pune
CGPA: 7.16
2017
Diploma in Computer Engineering
Jayawantrao Sawant Polytechnic, Pune
CGPA: 7.38
Languages
English · Marathi · Hindi
Hobbies
Sketching · Flute · Trekking · Photography · Cycling
Contact
Let’s talk AI, PropTech, or asset operations
Based around Pune and Navi Mumbai. Open to roles, collaborations, and operational AI projects.
patilroshan317@gmail.com
Phone
+91 95452 63281
roshan-patil-21dec1996
+91 95452 63281
Message on WhatsAppLocation: Pune / Navi Mumbai, India