FinAlly, an AI & Analytics application built for wealth advisors using design thinking approach that eliminates time-consuming tasks, reduces customer frustration with generic advice, and creates ‘Aha’ moments by uncovering real-time, personalized insights. 

Advisors can connect directly with customers on the platform, communicate instantly, and provide the best solutions in minutes, leading to longer client retention. The project included wireframing, prototyping, and continuous iteration for optimization. Built with Agentic AI, GCP, AWS, WatsonX, Twilio, and Pinecone, Open AI,, Python for efficient, impactful operations. 

Developed a Predictive Maintenance System using machine learning to help manufacturing industries reduce downtime and improve operational efficiency. Using the CRISP-DM approach, I performed business and data understanding, exploratory data analysis, and data preparation.

The model predicts machine failure and identifies the type of failure, utilizing Logistic Regression and KNN. The model achieved 96% accuracy, with evaluation metrics including Accuracy, AUC, and F1 Score 

Qlik Sense - Sports: Analyzed FIFA player performance data, helping team owners and management select the best players by comparing performance across various useful metrics.

Power BI – Real Estate Data: Visualized Airbnb data for New York City to assist potential homebuyers in making informed property buying decisions for listing on Airbnb.

Power BI – Public Health: Analyzed COVID-19 data to evaluate country performance, identifying successful strategies and decision-making timelines to learn from the best for future preparedness.

Developed a comprehensive business strategy for P&G to drive growth amid intense competition and stagnant sales and analyzed the market, user needs, and the company's financial condition, identifying what worked and what didn’t. 

Using Porter’s Five Forces, CAGE Framework, and EAF analysis, we assessed future market opportunities in Japan, China, and Europe. We also utilized the Ansoff Matrix to explore growth strategies and created a 3-year expansion plan to position P&G for sustainable growth and success in these key markets 

Developed a Gen AI-based Video Summary Generator Tool designed for busy individuals, students, and people with hearing disabilities to quickly grasp long video content. It provides concise summaries, follow-up questions for deeper learning, and links to relevant online content for further exploration. 

Leveraging OpenAI GPT-4, speech-to-text models, Pinecone database, OpenAI embeddings, and RAG, the tool enables faster understanding. The frontend was built using Streamlit for an intuitive user experience. 

Optimized production supply chain for a global pharmaceutical glass manufacturer during the COVID-19 pandemic, addressing capacity constraints caused by a surge in demand for vaccine vials. 

Developed an advanced linear optimization model using Excel and Solver to prioritize the production of COVID-19 vaccine vials while maintaining other critical vaccine supplies. Identified inefficiencies, analyzed bottlenecks, and provided actionable recommendations. 

Developed a compelling fundraising strategy and pitch deck for a South African startup aiming to raise $3M for U.S. expansion. Led a team of 6 and collaborated closely with the C-suite executives of Kobliat to craft a persuasive narrative. 

Conducted in-depth research to identify and target the right venture capitalists, providing detailed analysis on who to approach and why. Our strategy positioned the company for strong investor interest and potential growth in a competitive market .

Conducted a session on the Decision Tree tool, TreePlan, for graduate students, using real-life scenarios to demonstrate its application. 

The tool helps students visualize and analyze decisions, enabling confident, data-driven choices. It’s a valuable resource for decision-making in various fields, including operations, strategy, and risk management. 

Zen Home, an accommodation matchmaking platform for international students, addressing the growing market and the challenges students face when moving to a new country. 

Designed with empathy, the platform solves key problems by conducting market research, developing a viable business model, and creating sequence diagrams and blueprints. The project also involved identifying the required technology, estimating costs for development and operation, and creating a marketing plan for launch.