Hi, my name is Darshan A
AIML Engineer.

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About me

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I'm an AI/ML Engineer transitioning my engineering focus fully into Machine Learning and Artificial Intelligence — building models and intelligent systems rather than just studying the theory. My systems-engineering background gives me an edge most ML-only candidates don't have: I understand how to take a model from a notebook to something that actually runs reliably in production.

Currently pursuing my B.E. in Computer Science at VTU (2023–2027), I'm building hands-on ML projects in predictive modeling and recently completed Cognizant's AI Job Simulation. I'm actively seeking AI/ML Engineer opportunities — especially at startups where I can grow fast and own real ML problems.

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Projects

Sentiment Analysis Web App

Python | Flask | NLTK | Scikit-Learn | Logistic Regression | TF-IDF

  • Built a sentiment analysis web app that classifies user-submitted text as positive, negative, or neutral using a Logistic Regression model trained on the IMDB movie reviews dataset.
  • Applied TF-IDF vectorization and text preprocessing (tokenization, stopword removal, lemmatization) using NLTK, achieving 88% classification accuracy on the test set.
  • Deployed the model via a Flask REST API, enabling real-time predictions through a clean web interface.
  • Visualized model performance using confusion matrix and ROC curves with Matplotlib and Seaborn for evaluation insights.
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Sentiment Analysis dashboard preview

Contact

darshanhere7090@gmail.com

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Built with passion by Darshan A