Public Equity Investing in Artificial Intelligence

From scratch to build a full stack web app: create a lobby system for hosting various types of virtual events.

Computer Science Fellow

Are you looking for entry-level software development experience with a wholistic vision? In this Build Project, you'll wear the hat of Full-stack Software Developer and analyze the user needs, prepare necessary programming knowledges, plan stepwise approach for UI, API implementations and conduct the software development from scratch to support users playing tic-tac-toe using virtual web lobby to join or create the event. Under the supervision of an experienced industry expert, you'll develop a full-stack web app using React, REST API using Node JS and Express framework and version control your code in a repository. You'll become familiar with full-stack software development like React, HTML, CSS, Node JS by following the Object-Oriented Principles. All this will happen in an environment that simulates the operations of a real software development team.

Develop a Synthetic Monitoring Platform

software-development, saas, devops, information-technology

Sonu Gupta

Use Python to build a Synthetic Monitoring Platform for real-time insights and proactive monitoring of network performance.

Construct a Pro Forma Financial Model for a Software Startup

The global synthetic monitoring market is growing rapidly, with a projected CAGR of 15.3% from 2023 to 2028. This growth underscores the importance and relevance of synthetic monitoring in the DevOps and Software Development industries, making it a valuable skill for entry-level jobs. In this Build Project, you'll wear the hat of a Software Developer and build a synthetic monitoring platform. Under an experienced Build Fellow's guidance, you'll create an application that executes the ping command at regular intervals and stores the results in the Time-Series Database. You'll then use Grafana to visualize these metrics in real-time. You'll become familiar with industry tools like Wireshark software and Grafana, as well as methodologies like observability and synthetic monitoring – which represent key skills in the DevOps and Software Development fields. All this will happen in an environment that simulates the operations of a real software development team.

financial-modeling, corporate-finance, accounting, saas, startups

Jasper Ng

Forecast and model the financial performance of a high-growth startup.

Analyze the Growth Potential for an Innovative Biometric Technology

The ability to deconstruct and forecast the growth and quality of a business is foundational to a career in finance and investing. In this Build Project, you will mimic the work of a financial analyst and create a financial model that forecasts the trajectory of an early-stage software startup.

Alongside your project leader, you will build a 3-statement financial model that showcases future financial performance based on present and past business assumptions. You will familiarize yourself with software-specific accounting concepts like deferred revenue and accumulated deficit as well as spreadsheet modeling standards and techniques — all of which are skills used and valued by real finance teams.

business, finance, economics, management-of-technologies, cybersecurity, innovation, strategic-management

Benoit Goyens

Assess the growth potential and revenue model for a novel multi-market high-tech company.

Develop an Interactive Web-Based 3D Visualization Tool

Applying principles of Business, Finance, and Management, in this Build Project you will gather and analyze macroeconomic data, perform competition analysis, use financial modeling to project scenarios, and support strategic decisions for a high-tech software development company offering a game-changing technology in multiple markets ranging from banking, telecom, online services, and pharma. This will be an opportunity for students to experience contributing to a real-world project involving AI, Biometrics, and data privacy.

software-development, gaming-development, visualization

Qiaodong Cui

Use WebGL to create a web page that allows users to visualize and interact with 3D objects.

Analyze Solar Projects Development to Inform Business Expansion

In the rapidly evolving field of software development, the challenge of creating real-time, appealing visualizations and simulations is a critical industry demand (particularly in areas like gaming, virtual reality, and data visualization). In this Build Project, you'll wear the hat of a Software Engineer and develop interactive web-based graphics tool for visualization of 3D models. Under the supervision of an experienced Build Fellow, you'll design and implement user interfaces, optimizing graphics rendering performance, and integrating various types of data sources for dynamic visualization.

renewable-energy, community-solar, business-intelligence, data-analytics, google-sheets, bigquery, tableau

Pavel Shteling

Perform an analysis of Interconnection Queue data to drive renewable company expansion strategy.

Business Intelligence Fellow

To understand which markets to focus on in the future, Ampion needs to analyze open-source data provided by power grids called Interconnection Queue. Ampion is one of the industry leaders in Community Solar, providing opportunities to participate in shared solar projects through a concept called Community Solar. Through a software platform, Ampion connects residents, businesses, and other types of consumers with clean energy facilities, primarily Solar Farms. Interconnection Queue is a compilation of power generation and transmission projects seeking connection to the power grid. In this Build Project, you'll wear the hat of a Data Analyst/Business Intelligence Analyst and perform an analysis of Interconnection Queue data to drive Ampion's expansion strategy. Under the supervision of an experienced Project Leader, you'll become familiar with Structural Query Language (SQL), which is used by thousands of companies for communicating with and manipulating databases. You'll also learn how to translate big data into a visual story using Tableau, another tool popular in the industry. All this will happen in an environment that simulates the operations of a real Data Analytics team.

Predict Stock Returns Using Factor Model

python, data-analysis, statistics, quantitative-finance, linear-regression

Camilla Guo

Use factor model to predict stock return and evaluate our predictions on stock returns.

Risk & Return: Making Investments in Equity Securities

In this Build Project you will use factor models to predict stock returns. The project is an example of quantitative finance field, where people utilize the skill of data analysis, statistics and programming to predict stock return and make investment decisions. You’ll learn to handle data using Python and get a solid introduction to forecasting in finance. The project covers important basics like data analysis and applying factor models. Completing it will gear you up for entry-level finance and data science jobs, which are key roles in many U.S. industries. This is a great start for students aiming for a future in the financial sector.

finance, accounting, due-diligence, private-equity, equity-research, investment-banking

Chirag Malkani

Learn how professional investors evaluate, model, and discuss investment opportunities.

Product, Contracting, and Dollar Flow in the U.S. Healthcare Industry

Pensions, colleges, and nations across the world rely on investment firms to generate financial returns to support the long-term needs of their retirees, students, and citizens.

In this Build Project, you’ll learn how investors decide to invest in businesses by donning the hat of an analyst entering an investment firm that is in the process of acquiring a public company. Under the guidance of an experienced industry expert, you will identify a potential investment opportunity, analyze the company’s performance, and build an Excel financial model to value it.

You’ll synthesize your findings to create your own investment memo in PowerPoint—skills critical to succeeding in entry-level roles across financial planning, accounting, banking, investment management and consulting. Entry-level roles in such fields typically pay upwards of $60-80K per year.

healthcare-industry, life-science, drug-pricing, pharmaceutical-supply-chain

Ranganath Narayanan

Build an overview of product, contracting, and dollar flow between key stakeholders in the U.S. healthcare industry.

Health Services Fellow

The landscape of the US healthcare industry resembles a complex and fragmented puzzle with various types of pieces. Numerous stakeholders, including healthcare providers, insurance companies, pharmaceutical manufacturers, and government agencies, contribute to a system that often appears intricate and challenging to navigate. The intricate web of regulations, varying payment structures, and the multitude of players involved can make understanding the flow of dollars, products, and contracts seem like solving a 1000-piece puzzle without edge-pieces.Imagine that a pharmaceutical organization that partners with Company X, has reached out asking for support to provide an overview of the value drivers of key stakeholders in the healthcare industry and the flow of product, dollar, and contracts between these stakeholders that they plan to use to train their salesforce new hires. This information will provide a foundation for their salesforce that will help them navigate conversations with healthcare providers, hospital administrators, and payers. You are part of the Company X team and will have to work on this challenge.

In this project, you will first describe the roles, responsibilities, and value drivers of key stakeholders in the healthcare industry including Beneficiaries, Pharmacies, Wholesalers, Payers, Providers, Manufacturers, Funders, and Pharmacy Benefit Managers, and then create a visually appealing flowchart that accurately represents the flow of product, dollar, and contracting between them. This is an opportunity for you to understand the value that each of these stakeholders provide to the healthcare system and how they co-exist to finally provide affordable and quality healthcare services to patients. After completing this project, you will get a deep understanding of the intricacies of the US healthcare industry, develop strong strategic thinking, research, and analytical skills, and improve your ability to communicate your knowledge and insights gathered in a clear, specific, and visually appealing format.

Prepare a Malware Analysis Report

cybersecurity, information-security, information-technology, forensics, vulnerability-management

Zeeshan Ahmed

Learn how to analyze malware like a Cybersecurity pro by using market-leading Cyber Forensic tools.

Cybersecurity Fellow Fellow

Malware analysis is one of the key processes in cybersecurity. Cybersecurity specialists are constantly asked to analyze suspicious files to check whether they're legitimate or malicious. In this Build Project, you'll wear the hat of Security Analyst and prepare a standard report that companies use to develop countermeasures and strategies for preventing or mitigating future attacks. Under the supervision of an experienced Build Fellow, you'll learn about different types of malware, steps of incidence response investigation, and how to use forensic tools like PEiD, ProcMon, and Wireshark. You will be exposed to the daily life of a Malware Analyst and learn the procedures and techniques that any cybersecurity specialist should know.

Develop a Secure SafeAPI Web Application

software-development, cybersecurity, cloud-computing

Rehana Shaikh

Learn how to create a secure web application with reCAPTCHA integration and real-time API request analysis using Google Cloud Functions.

Develop a Risk Management Plan for a Mid-Size Company

In the ever-evolving landscape of cybersecurity, defending against different cyber threats is a critical challenge. This Build Project focuses on developing a secure web application with reCAPTCHA authentication and implementing a Cloud Function for real-time API request analysis. Under the guidance of an experienced Build Fellow, you will actively contribute to the project's core deliverables, gaining hands-on experience with industry tools such as Cloud Pub/Sub and Firestore. This project mirrors the operations of a real-world Security Analyst team, providing invaluable insights and practical skills for a career in cybersecurity.

risk-management, business-operations, risk-financing

Luis Sarmiento

Understand the operations and business exposures to provide business risk management solutions using the Risk Management Process.

Design Optimization of Automative Bracket for Additive Manufacturing

It's imperative for the survival of a company to understand the cost & opportunity of various risks and to learn how to manage them. In this Build Project, you'll wear the hat of a Chief Risk Officer / Risk Advisor and build a comprehensive risk management plan for a client. You will help that company understand their vulnerabilities and opportunities and give them your recommendation on how to manage their risk. Under the supervision of an experienced Build Fellow, you'll learn about the different risk management techniques: risk transfer, risk avoidance, risk mitigation, and risk acceptance. You will become familiar with the Risk Management and Financial methodologies like the risk management process, the financial ratios, forecasting, and the loss triangulation, in an environment that simulates the operations of a real risk management team.

additive-manufacturing, latticing, topology-optimization, optimization, fea, mechanical-design, computational-design, dfam

Ajay Prasad

Optimize an automotive bracket using topology optimization and latticing for additive manufacturing.

Mechanical Engineering Fellow

Lightweighting is strategically decreasing mass while preserving overall strength and structural integrity. Additive manufacturing has created opportunities to apply new lightweighting techniques that enable you to achieve even greater mass reduction.

In today's rapidly evolving engineering landscape, additive manufacturing (AM) stands at the forefront of innovation, offering unparalleled opportunities for maximizing performance and efficiency while minimizing lead times. Companies across industries are embracing AM to push the boundaries of traditional manufacturing methods and unlock new possibilities in design optimization.

In our Build Project, you will learn the power of computational design and AM technologies to lightweight mechanical parts, mirroring the innovative approaches in real-world industry applications. Through this project, you will gain invaluable skills in computational design, material selection, and additive manufacturing, positioning them for success in the dynamic landscape of modern engineering and manufacturing roles.

Prepare a Performance Analysis of Tesla's Advanced Safety Features

mechanical-engineering, automotive-engineering, electrical-engineering, advanced-driver-assistance-systems-adas, automotive-safety, automotive-testing, active-safety

Sundar Raman Nagarajan

Analyze the performance of Forward Collision Warning (FCW) and Automatic Emergency Braking (AEB) features of a Tesla Model 3.

Automotive Engineering Fellow

In this Build Project, you'll step into the role of an Advanced Driver Assistance Systems (ADAS) Testing Engineer. You'll be tasked with analyzing data from Forward Collision Warning (FCW) and Automatic Emergency Braking (AEB) tests conducted on the Tesla Model 3 encountering a stationary pedestrian target and an impactable vehicle target. Your objective is to draw meaningful conclusions regarding pedestrian detection across various scenarios, FCW activation, braking efficiency, and avoidance rates. You will also compare the low-speed pedestrian tests against high-speed vehicle target tests. Guided by an experienced Build Fellow, you'll create spreadsheets, presentations, and reports to effectively convey your findings to the project team. Through this project, you'll gain insights into ADAS testing protocols, current research, technological advancements in ADAS, and the performance of Tesla’s FCW/AEB system. Additionally, you'll develop a comprehensive understanding of the algorithms behind Tesla’s FCW/AEB functionality.

Build a Python Chatbot for EdTech Support

software-development, artificial-intelligence, natural-language-processing, python, education

Deepthi Peri

Learn how to use Python to build an NLP Chatbot that answers EdTech support questions.

Computer Science Fellow

By the end of the Build Project, you'll prepare two Chatbots in the form of working code on GitHub repository / PRD - A very simple rule based Chatbot and a Predictive Chatbot using ML. You will also learn about how to use large language models to build an advanced Chatbot that builds upon the previous two. Your solution should have working code, emulate a real-life chatbot that can answer questions, and have a PRD that meets industry standards). In the final project session, you'll present your results to the Build Fellow in a format that mimics a job interview (so you’re ready to discuss your work in real-life interviews).

Local-First Web Applications: Real-time, Offline and Collaborative

software-development, web-development

Shritesh Bhattarai

Build and deploy web applications where the user has ultimate control and ownership of their data.

Develop a Tool to Store & Share Password Securely

Almost all the apps that we use run on the cloud and store our data there. This has enabled us to collaborate in real-time among users, but we neither have control nor ownership over our data anymore. In this Build Project, we will explore the alternative by building and deploying local-first web applications. You will learn about and use Conflict-free Replicated Data Types (CRDTs), as well as real-time and offline APIs. You will also get familiar with the issues and impact of data privacy for users and businesses.

full-stack-development, rest-apis

Bhupendra Thakur

Use Node.js to create APIs that allow company employees to follow the security compliance while sharing their passwords.

Propose a Design of an Automated System to Control a Bioreactor

In this Build Project, you'll wear the hat of a Full Stack Web Developer and develop a tool to store & securely share passwords. Under the supervision of an experienced Build Fellow, you'll write Node.js code to create the login, signup, save password, share password, list passwords APIs, and create a user interface to access the same. You’ll become familiar with Full Stack Development, REST API development, Relational Database management system, Cryptography, Reusable UI components, Glitch and Retool. All this will happen in an environment that simulates the operations of a real Full Stack Development team.

biotechnology, chemical-engineering, automation

Truyen Le

Create a ladder logic program that automatically controls the operations of a bioreactor.

Chemical Engineering Fellow

In biotech industry, bioreactors are essential for producing various products like pharmaceuticals, enzymes, biochemicals, and more through biological processes such as fermentation. An automated control system optimizes and regulates critical parameters (temperature, pH, agitation, aeration, etc.), that are necessary for the growth and productivity of microorganisms within the bioreactor. In this Build Project, you'll wear the hat of Process Development Engineer and design an automated control system for a bioreactor. Under the supervision of an experienced Build Fellow, you'll learn how to create a ladder logic program to monitor and control various parameters for optimal growth conditions inside a bioreactor. All this will happen in an environment that simulates the operations of a real DSP team. 

Identify the Potential Applications of Spatial Genomics

molecular-biology, biotechnology, biopharmaceuticals

Yi Sun