Srepadmashiny K

Srepadmashiny K

I'm a pre-final year student enrolled in the Engineering Physics program at IIT Guwahati. I am currently looking for Data Science and Quant Roles. View my LinkedIn profile here: LinkedIn.

2nd Runner Up - Piramal Finance ML Hackathon

I was one of the top 3 finalists.I was invited to their Mumbai Head office to present my model in the grand finale. Additionally, I was offered a PIO (Pre- Internship Offer) to pursue my summer internship at Piramal Finance during my 3rd year.

Projects

Deciphering Anomalies in ECG Signals

  • The project utilizes multivariate anomaly detection to identify irregular patterns in ECG signals, aiming to detect potential health issues.
  • Employing the Python PyOD library, the project uses histogram-based outlier detection to accurately capture and analyze anomalies in ECG data

    • Extracting NER from relational database for knowledge fusion

  • Created a rule-based and machine learning-based python code for Named entity recognition & extraction (NER) in categorizing named entities in unstructured text into predefined categories such as person, organization, location, date, time, etc.
  • NER is important because it can help extract valuable information from free text, improve knowledge fusion

    • Triplet Ripper

    Created a keyBERT based neural network model to accurately identify subject-object-predicate triples in a wide range of sentences, including those with complex grammatical structures , ambiguous phrasing. out-of-vocabulary words and misspelled terms, which are common problems in NLP tasks.

    Get in touch

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    More about me :)

    Hey Guys! Thank you for visiting my personal tech website :). I’m passionate about technology and constantly exploring new advancements.When I’m not immersed in tech or physics, you can find me listening to music.

    I’m an INTP, a Potterhead (Ravenclaw!), and a huge fan of fantasy books and movies. Known for my sweet and appreciative nature, I’m a whirlwind of positivity and ambition, embracing life one exciting challenge at a time.