Job Ready Certificate in AI and Data Science
Data Science Internship
Prodigal Tech
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Bangalore, India
Apply by : 14 December 2024 2024
:

Data Science Internship

Prodigal Tech

₹ ₹ 30K – 50K
Exp : Fresher
Age : 20 – 30
Apply by : 14 December 2024 2024
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Job Overview
Skills Required
Python, Machine Learning, NLP, Regular Expression, Git
Job Location

About Internship

Minimum CGPA – 8.0

Position: Data Science Engineer Intern
About the Role:
As a Data Science Engineer Intern, you will play a crucial role in developing key Natural Language Processing (NLP) components that power Prodigal's Conversational Intelligence products. This internship offers an exciting opportunity to work with Large Language Models (LLMs), machine learning techniques, and cross-functional teams to deliver impactful solutions.


Key Responsibilities

  • Entity Recognition:
    • Utilize LLMs and machine learning models to extract entities from textual data.
  • Advanced Regex Development:
    • Design and implement advanced regular expressions to derive key insights from complex conversations.
  • Model Benchmarking:
    • Benchmark and evaluate NLP models using LLMs to ensure high performance and accuracy.
  • Model Evaluation and Reporting:
    • Lead the evaluation process for NLP models and present findings effectively.
  • Automation:
    • Automate Python notebooks and scripts using shell scripting for enhanced efficiency.
  • Collaboration:
    • Work closely with cross-functional teams to align outputs with project requirements.
  • Performance Optimization:
    • Improve existing NLP approaches based on customer feedback and performance metrics.

What We’re Looking For

  • Technical Skills:
    • Proficiency in Python scripting and PySpark.
    • Solid understanding of Statistics and Machine Learning principles.
    • Familiarity with GenAI tools and LLMs (preferred).
    • Strong grasp of NLP fundamentals and text representation techniques.
  • Analytical and Problem-Solving Skills:
    • Ability to analyze complex problems and provide innovative solutions.
  • Tools and Documentation:
    • Experience with version control tools (e.g., Git) and producing high-quality documentation.
  • Educational Background:
    • Bachelor’s degree (or equivalent) in a quantitative field like Computer Science, Statistics, Mathematics, NLP, or a related discipline.
  • Attention to Detail:
    • High level of accuracy in producing clean, maintainable code and documentation.

Interview Process

  1. Practical Assignment: Demonstrate your skills through a hands-on task.
  2. Technical Round: Showcase your expertise and problem-solving abilities.
  3. Cultural Fit Round: Assess alignment with Prodigal’s values and team dynamics.

This internship is an excellent opportunity to work at the forefront of NLP and Conversational AI, leveraging cutting-edge technologies to build impactful solutions. Apply now and become a part of Prodigal’s innovative team!

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Remember the last date to apply is : 14 December 2024 2024
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