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Portfolio
A comprehensive showcase of the AI solutions, data-driven projects, and technical content we develop and manage — from initial planning and design to implementation and impact delivery.
Automating Document Summarization
Developed a highly scalable AI-powered SaaS platform that automates the summarization of large volumes of documents. Utilizing cutting-edge natural language processing models, the solution can extract key information from lengthy texts and generate concise summaries in real time.
Sales Forecasting Model for Financial Business
Developed a financial forecasting model that predicts future revenue, cash flow, and portfolio performance for investment firms and financial institutions. The model leverages historical financial data, market trends, and external economic factors to provide accurate predictions and insights for decision-making.
Real-Time Customer Feedback Analysis
Designed and deployed a real-time sentiment analysis tool that automatically monitors customer feedback from multiple channels, including social media, review platforms, and support tickets. The AI model identifies sentiments, detects emerging trends, and alerts businesses to potential issues in customer satisfaction.
Document Analysis System for Information Extraction
Created a document analysis system that automates the extraction of key information from structured and unstructured documents. Utilizing natural language processing (NLP) and machine learning models, the system is capable of analyzing various document formats, extracting critical data points, and organizing them into usable formats for further analysis.
Bias Detection in Machine Learning Models
Developed a tool to detect and mitigate bias in machine learning models. The system analyzes model predictions to identify potential biases in gender, race, or other sensitive categories and provides recommendations to improve model fairness.
Fraud Detection System for Financial Institutions
Developed an AI-powered fraud detection system that monitors financial transactions in real-time to identify fraudulent activities. The system leverages machine learning models to detect anomalies and suspicious patterns in transaction data, reducing the risk of financial fraud.
Resume Screening Automation
Designed and deployed a real-time sentiment analysis tool that automatically monitors customer feedback from multiple channels, including social media, review platforms, and support tickets. The AI model identifies sentiments, detects emerging trends, and alerts businesses to potential issues in customer satisfaction.
Portfolio Optimization Tool for Investment Firms
Designed a portfolio optimization tool that helps investment firms balance risk and return by leveraging AI to recommend asset allocation strategies. The system analyzes historical returns, market trends, and client risk preferences.
