Ventures & Projects

Building at the Intersection of AI and Finance

From AI-powered financial tools to automated trading systems—each venture is built with a focus on real-world impact and execution.

Ventures & Projects

Technology-driven solutions with measurable impact

Active

TAM

AI Financial Due Diligence Platform

Leveraged LangChain and agentic AI to develop an end-to-end financial due diligence tool, automating data extraction, analysis, and report generation. Integrated natural language processing (NLP) to parse complex financial documents, identifying key risks and opportunities with enhanced accuracy. Created a full-stack analytics platform with Python/FastAPI backend and React frontend, featuring interactive financial visualizations and automated report generation (PDF/Excel).

PE/IB/Corp Dev

Target

Full-Stack

Stack

LangChainPythonFastAPIReactNLPAgentic AI

Active

Flux

Professional Networking App

Designed and developed the MVP using Swift, implementing custom UI for swipe-based matching and networking. Leading a cross-functional team of six (design, development, marketing) to launch the product across campus. Authored business plan including market sizing, financial projections, and GTM strategy for seed-stage investments.

6 Engineers

Team Size

iOS Native

Platform

SwiftiOSLeadershipGTM StrategyProduct Management

In Progress

AI Hedge Fund

Autonomous Trading System

Building fully automated AI-agent-driven infrastructure with autonomous strategy execution, portfolio rebalancing, and risk controls. Managing $100K+ portfolio using n8n automation workflows, Python-based trading engine, and ML prediction models. Implementing multi-layered risk management with position limits, stop-losses, and correlation monitoring.

$100K+

Portfolio

Building

Status

n8nPythonMLQuantitative FinanceRisk Management

Completed

BoxMate

Student Storage Marketplace

Led branding, platform design, and customer outreach strategies to grow the user base. Successfully generated $10,000 in revenue within the first 2 weeks of operations. Performed regression analysis to optimize pricing strategy and built forecasting model using Python to predict demand.

$10K in 2 weeks

Revenue

Completed

Status

PythonPricing OptimizationForecastingOperationsGrowth

Financial Expertise

Core competencies developed through experience and execution

Due Diligence

•Financial statement analysis
•Red-flag identification
•Balance sheet deep-dives
•Background checks & IAR reports

Valuation & Modeling

•DCF modeling
•Comparable company analysis
•Financial projections
•LBO analysis basics

Data & Analytics

•Predictive modeling
•Revenue forecasting
•Demand analysis
•Regression optimization

Automation

•Automated PDF/Excel generation
•n8n workflow automation
•Dashboard creation
•NLP document parsing

Technical Stack

Languages & Frameworks

Languages

PythonSQLRSwiftTypeScript

Frameworks

FastAPIReactNext.jsLangChainPandasNumPyScikit-learn

Tools & Specializations

Tools

TableauExceln8nGit

Specializations

Agentic AINLPQuantitative FinanceML/Predictive Analytics

Interested in Collaborating?

Always open to discussing new ventures, technical challenges, or investment opportunities.

Get in Touch