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Gelli Tarun

Gelli Tarun

A skilled machine learning engineer passionate about solving real-world problems. Wish to explore this cutting-edge technology to help organizations develop new and integrate products Collaborated with multivariate teams of product development to insert trained models and gauge performance improvement. Planned, researched, and developed SOTA deep learning models to evaluate and perform semantic segmentation, object detection, and classifications. Developed data analysis and data preparation pipeline.
  • Role

    AI /ML AND DEEP L E ARNING

  • Years of Experience

    2 years

Skillsets

  • FullStack - 2 Years
  • Artificial Intelligence - 4 Years
  • Data Analysis - 4 Years
  • Data Analysis - 4 Years
  • Python
  • R
  • NLP
  • TensorFlow
  • Keras
  • Deep Learning
  • Statistical Modeling
  • Sciket-learn
  • Gan's

Professional Summary

2Years
  • Jan, 2021 - Present3 yr 8 months

    AI/ML AND DEEP LEARNING ENGINEER

    BIOMED INFORMATICS
  • AI/ML AND DEEP LEARNING ENGINEER

    BIOMED INFORMATICS Hyderabad, Telengana

Applications & Tools Known

  • icon-tool

    R PROGRAMMING

Work History

2Years

AI/ML AND DEEP LEARNING ENGINEER

BIOMED INFORMATICS
Jan, 2021 - Present3 yr 8 months
    Working as 'AI Engineer And DATA SCIENTIST': Building AI models, developing infrastructures for data transformation and ingestion

AI/ML AND DEEP LEARNING ENGINEER

BIOMED INFORMATICS Hyderabad, Telengana

Achievements

  • Building AI models
  • Built working models using Deep Learning
  • Developing infrastructures for data transformation and ingestion
  • Applied data science techniques

Major Projects

13Projects

Chatbot Development

    Developed a real-time chatbot with NLP and Speech Recognition to engage with customers and enhance business growth.

Health Care/Cardiovascular diseases

    Developed a system to predict heart attacks effectively, addressing a leading global cause of death.

Detection of Lung Infection

    Built a CNN model to classify lung infections in patients using medical imagery.

Detecting Diabetic Retinopathy

    Built a CNN model for detecting diabetic retinopathy and deployed it using TensorFlow Serving.

Chatbot (SPEECH TO TEXT FOR CUSTOMER SUPPORT)

Health Informatics/Cardiovascular diseases

Lending Loan Data Analysis

Health Informatics/Detection of Lung Infection

Emotion Recognition

Health Informatics/Detecting Diabetic Retinopathy

Facial Recognition

Stock Price Prediction

Prepared an agent by implementing Deep Q-Learning that can perform unsupervised trading in stock trade.

Education

  • B.TECH IN

    COMPUTER SCIENCE
  • PGP IN AI/ML ENGINEER

    PURDUE UNIVERSITY, USA
  • B.TECH IN COMPUTER SCIENCE

    SREENIDHI INSTITUTE OF SCIENCE AND TECHNOLOGY

Certifications

  • Pgp in ai/ml engineer