PitchPrep — Multi-Agent Sales Research Assistant
Multi-agent sales research assistant that researches prospects, verifies claims against source evidence, and generates grounded sales briefs and outreach emails.
/THE PROJECTS
Exploring what’s possible with AI, machine learning and data. A closer look at the problems, the process and the work.
19 projects
Multi-agent sales research assistant that researches prospects, verifies claims against source evidence, and generates grounded sales briefs and outreach emails.
AI EngineeringMulti-agent forensic audit system that autonomously queries business data, detects anomalies, investigates root causes, and generates executive audit reports.
Machine LearningProduction-oriented serverless ML system forecasting Karachi AQI at 24h, 48h, and 72h horizons using Open-Meteo, BigQuery, GCS, GitHub Actions, and Streamlit.
AI EngineeringAI-powered Karachi transit planner using RAG, Gemini, and Supabase pgvector to match natural-language travel queries with 140+ local bus routes.
AI EngineeringMulti-agent crisis intelligence system for Pakistani urban environments, combining live signals, AI-driven incident analysis, resource planning, simulations, and real-time mobile response.
AI EngineeringAI-powered travel assistant combining intelligent itinerary planning, live community reports, weather, maps, and place discovery for more context-aware journeys.
AI EngineeringFull-stack university admissions platform with AI-powered recommendations, RAG chatbot support, document ingestion, and role-based application workflows.
Computer VisionCustom YOLOv8m computer vision system trained to detect and classify nine road-user categories from real-world Karachi traffic imagery for traffic analysis.
Machine LearningImplemented extractive (spaCy) and abstractive (Transformers) summarization; fine-tuned models and evaluated on news articles.
Machine LearningPreprocessing with imbalance handling (SMOTE), classifiers (LightGBM/SVM), and metrics reporting for lender recommendations.
Machine LearningBuilt classification models (Random Forest, Logistic Regression) with SHAP/LIME explainability to support HR retention decisions.
Machine LearningEDA, feature selection, scaling, and Gradient Boosting on PIMA/Heart Disease datasets with AUC-ROC evaluation.
Data AnalyticsPower BI solution addressing a 'profitless growth' crisis by analyzing 25K+ transactions to optimize discounts and recover profitability.
Data AnalyticsExecutive-level Power BI dashboard analyzing 7,000+ transactions to drive revenue diversification, customer acquisition, and operational cost control.
Data AnalyticsBanking Analytics project using Power BI & DAX. Includes Data Modeling, Income Utilization metrics, and Market Penetration KPIs to optimize customer acquisition.
Data AnalyticsAn investment analytics pipeline combining Python, Apache Airflow, Snowflake and Power BI. Dashboard portfolio values use sample data.
Data AnalyticsA Power BI dashboard bringing Karachi weather, a seven-day forecast and air-quality indicators into one view.
Data AnalyticsPower BI dashboard providing category-wise sales, payment trends, and customer insights from e-commerce data.
Data AnalyticsDesigned a star-schema data warehouse, performed ETL in Power BI, and built dashboards for trends, pricing, and regional performance.
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