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Henok Desalegn's Projects

ab-testing-ad-campaign-performance-p icon ab-testing-ad-campaign-performance-p

An advertising company is running an online ad for a client with the intention of increasing brand awareness. The advertiser company earns money by charging the client based on user engagements with the ad it designed and serves via different platforms. To increase its market competitiveness, the advertising company provides a further service that quantifies the increase in brand awareness as a result of the ads it shows to online users. The main objective of this project is to test if the ads that the advertising company runs resulted in a significant lift in brand awareness.

datawarehouse icon datawarehouse

A scalable datawarehouse built using Airflow, DBT, Redash, and Postgres

ivy icon ivy

The Unified Machine Learning Framework

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

largelanguagemodels-llm- icon largelanguagemodels-llm-

Large Language Models coupled with multiple AI capabilities are able to generate images and text, and also approach/achieve human level performance on a number of tasks. The world is going through a revolution in art (DALL-E, MidJourney, Imagine, etc.), science (AlphaFold), medicine, and other key areas, and this approach is playing a role in this revolution.

salesprediction icon salesprediction

In any business, there is a strong desire to analyze performance and predict future sales. By collecting historical data related to previous sales, businesses can analyze their performance and predict their future. This is important to deliver the best customer experience and avoid losses, thus ensuring that the business is sustainable.

smart_contract_algorand icon smart_contract_algorand

Web3 technology is inherently about the user controlled internet. It is being achieved by a growing stack of decentralized technologies, such as blockchains, smart contracts, oracles, crypto wallets, storage networks, and more.

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