Looking for a job

Karaknalli Ritesh

@karaknalliritesh

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I build machine learning and deep learning projects for image analysis, data analytics, and real-world problem solving.

India

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What I'm looking for

I'm looking for opportunities to apply machine learning, deep learning, and data analytics to real-world problems while continuously building my skills in AI and image-based analysis.

I've built machine learning and deep learning projects spanning image captioning, audio generation, aircraft detection, and data analytics.

At the Indian Statistical Institute, Hyderabad, I worked in a team of three to analyse a dataset, select key parameters, conduct exploratory data analysis, and apply regression methods.

My image captioning application combined computer vision and NLP, using CNNs for feature extraction, RNNs for caption generation, and text-to-speech models for audio output.

I've also developed CNN-based aircraft detection using satellite imagery, focused on identifying and classifying aircraft to improve detection accuracy for surveillance and military applications.

Experience

Work history, roles, and key accomplishments

Intern

Indian Statistical Institute

May 2024 - Jun 2024 (1 month)

Participated in a hybrid training program focused on machine learning techniques. Analyzed a dataset by selecting key parameters, performing exploratory data analysis, and applying regression analysis.

Machine Learning regression Python