Suvradeep Das

AI Researcher

Guwahati, Assam, India0 mo experience
AI EnabledAI ML Practitioner

Key Highlights

  • Kaggle 2× Grandmaster in Notebooks and Datasets.
  • Developed innovative AI frameworks improving script evaluation.
  • Strong expertise in Machine Learning and LLMs.
Stackforce AI infers this person is a Machine Learning and AI specialist with a focus on innovative solutions.

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Skills

Core Skills

Machine LearningArtificial Intelligence

Other Skills

Autodesk MayaBashBlenderBloggingBusiness AnalysisC (Programming Language)C#CommunicationCompetitive AnalysisComputer VisionConsultingContent writingConvolutional Neural Networks (CNN)Data AnalyticsData Processing

Experience

0 mo
Total Experience
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Average Tenure
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Current Experience

Ibm

Research Intern

May 2025Jul 2025 · 2 mos · IBM Research Bengaluru, Karnataka, India · On-site

  • Developed a modular framework for automated Bash script evaluation for system level task and refinement that infers implicit preconditions, synthesizes test environments, and uses LLM-driven feedback loops to improve script correctness without requiring reference solutions
  • Achieved significant performance improvements in script reliability with 5% accuracy gain on NL2Bash-EABench (83% vs 78%) and 3.4% improvement on Intercode-Corrections (56% vs 52.6%) compared to baseline methods, demonstrating superior evaluation capabilities over existing frameworks like execution-based (AgentCoder) and reference-based (CodeBERT, ICE-Score) methods.
  • Designed and implemented execution-driven testing methodology that automatically generates targeted test cases and sandboxed environments, enabling practical deployment in production scenarios where gold-standard references are unavailable
  • First Authored a paper on this work and submitted to AAAI 2026
  • Filed for Patent for the same work
PythonBashLLM pretrainingfine-tuningretrieval-augmented generationautomated Bash script evaluation+3

Research commons

AI Researcher

Feb 2025Mar 2025 · 1 mo · Bengaluru, Karnataka, India · Remote

Kaggle

7 roles

Notebook Grandmaster

Oct 2024Present · 1 yr 8 mos

  • Globally top 30

Dataset Grandmaster

Sep 2024Present · 1 yr 9 mos

  • Globally top 10

Kaggle Discussions expert

Jul 2024Present · 1 yr 11 mos

Kaggle Notebooks Master

Jul 2024Present · 1 yr 11 mos

Kaggle Datasets Expert

Jul 2024Sep 2024 · 2 mos

Kaggle Notebook Expert

Jul 2024Jul 2024 · 0 mo

Kaggle Contributor

Jun 2024Jul 2024 · 1 mo

Uit- the arctic university of norway

ML Research Intern

Dec 2023Mar 2024 · 3 mos · Tromsø, Troms og Finnmark, Norway

Xlri jamshedpur

LLM Research Intern

Nov 2023Jan 2024 · 2 mos

Education

Indian Institute of Technology, Guwahati

Bachelor of Technology - BTech — Biosciences and bioengineering

Oct 2022Jun 2026

Kendriya Vidyalaya Ballygunge

High School

Mar 2011May 2022

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Suvradeep Das - AI Researcher | Stackforce