Hello World

Engineer turned entrepreneur having a business and technological toolbox,who believes in a hands on approach in solving diverse problems. Here you will find links to my various projects and creative outlets. Currently exploring Computervision, Generative AI projects and Musictech projects.

PROJECTS

Generative AI

ETF helper

• Using reddits r/Finanzen subreddit to provide user the top trends, questions and discusssions happening in weekly basis .
• The Summarization is done using a Large Language Model . Points considered is to provide sentiment, user feedback and list out important points of discussion in English.
• The idea of the project is to make investing accesible also to non native German speakers

Berlin News Summarizer in English

• A news summarization tool focusing on Berlin. The summarizer is very handy tool to know what is happening in the city politics , sports , culture and specially about strikes happening now and then.
• .Covers key areas like politics, sports, culture.
• Checks for latest three RSS feeds on the given day for different topics such as politics, sports, culture.
• Download the article text and title using the newspaper3k module
• Chunking the text in order to feed into the LLM includes Q& A functionality. Made by using opensource LLM - Mistral, Ollama framework
• Demo

Computer Vision

Posefit

• Built the computer vision stack for human pose estimation to run on tablets, phones and laptops.
• PoseFit is AI based SAAS product that provides real time feedback and data for a smarter, better and faster recovery process.
• Product Demo

Equi Eye

• Built the computer vision stack for rider position analysis for equestrian sports
• Built the data pipeline for data extraction and analysis for riders to improve their training strategy
• Helping riders, coaches and amateur athletes to reach their goal in a data driven way .
• Released beta version to around 150 pilot users.
• Product Demo

Fintech/Blockchain/Payment Solutions

Payzee

• Developed a zero fee micro-payment solution for the micro-mobility domain
• Built a payment for microtransactions based on IOTA distributed ledger technologies
• Released the beta version to around 30 users .
• Product Demo

Audio/NLP

** Harmonify **

• Experimenting with fusing music and data using the Spotify API to unravel the essence of songs.
• Extracting audio features such as tempo, key, and danceability,a unique feature vector is created.
• Through vector similarity, the idea is to pinpoint 50 songs similar to the users reference song and create a tailored Spotify playlist.
• Offers a novel way of exploring music but also serves as a data-driven learning tool for music production beginners.
• Prototype

Classifier Local

• Built a real time audio classification application to run on browser
• The machine learning model classifies genres of music such as pop , techno and rock .

Music

Playing the guitar and aking new sounds with open source live music DAWs such as Sonic-PI , Supercollider

Activities

Learning languages Spanish & German . Travel , Sports Tennis, beachvolleyball and hopefully soon surfing

Photography

Nature , cities and culture @pradyontheroad

Lets Connect

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