Summary
Overview
Work History
Education
Skills
Accomplishments
Timeline
SoftwareEngineer
RAUNAK SHARMA

RAUNAK SHARMA

Noida

Summary

AI and Machine Learning professional with 3 years of experience at Samsung Electronics, specializing in Natural Language Processing (NLP), Generative AI (GenAI), and Large Language Models (LLM). Skilled in building end-to-end AI/ML pipelines, applying data science techniques, and fitting advanced algorithms to solve real-world problems.

Overview

3
3
years of professional experience
4
4
years of post-secondary education

Work History

AI/ML Engineer

Samsung India Electronics Private Limited
07.2022 - Current

Project AI4SE (Best Project Award Winner)

  • Led the end-to-end pipeline for Project AI4SE_SRID, focusing on automated defect assignment using AI algorithms to streamline defect management.
  • Achieved HQ recognition for the project’s impact and commercialization, showcasing expertise in AI-driven automation.

LLM and Generative AI Projects

  • Developed a Natural Language to SQL Query Generator, automating data retrieval and simplifying database interactions for non-technical users.
  • Created Crawl4AI, integrating real-time web data with LLMs to provide up-to-date responses when LLMs lack recent knowledge.

Other POCs and Initiatives

  • Developed Log2Graph to automate processes, reducing human effort and attracting interest from HQ.
  • Contributed to an LLM-based environment for SE-specific use cases, supporting organizational AI innovation.
  • Participated in Ideathon and Hackathon, with ideas advancing to multiple evaluation stages.

Leadership and Strategic Roles

  • Served as Scrum Master, leading 30 successful sprints with no major backlogs and ensuring strong team communication.
  • Appointed Sub PL at the youngest age, leading the AI team with impactful results.
  • Acted as SPOC for Innovation TF and SWC, driving idea generation and team training.

Software Developer Intern

Samsung India Electronics Private Limited
01.2022 - 07.2022
  • Entrusted with responsibilities equivalent to a regular employee, demonstrating a high level of accountability and independence.
  • Contributed to a project focused on competitive analysis using AI algorithms, enabling the identification of top competitors for specific products. The solution provided actionable insights for strategic decision-making.
  • Developed and implemented an AI-driven recommendation system to suggest movies based on users’ watch history, utilizing advanced machine learning algorithms.
  • Built and managed an end-to-end pipeline, encompassing data preprocessing, model training, evaluation, and deployment.
  • Collaborated with cross-functional teams to ensure alignment with project goals and deliverables.

Education

BTech Computer Science Engineering - Minors in Data Science

Thapar Institute of Engineering & Technology
Patiala, India
07.2018 - 07.2022

Skills

Python,C

Accomplishments

  • Cleared GenAI Level 2 certification, awarded to only the top 20 candidates among all teams at Samsung Electronics.
  • Led a project that won the Best Project Award, managing it from inception to final deployment

Timeline

AI/ML Engineer

Samsung India Electronics Private Limited
07.2022 - Current

Software Developer Intern

Samsung India Electronics Private Limited
01.2022 - 07.2022

BTech Computer Science Engineering - Minors in Data Science

Thapar Institute of Engineering & Technology
07.2018 - 07.2022
RAUNAK SHARMA