Somil Agrawal

Head of Design

Roorkee, Uttarakhand, India2 yrs 6 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Built AI logistics agent improving delivery reliability.
  • Engineered ERP integration platform for faster data retrieval.
  • Fine-tuned ResNet-50 model cutting compute costs significantly.
Stackforce AI infers this person is a skilled AI/ML developer with a focus on computer vision and optimization.

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Skills

Core Skills

Computer Vision

Other Skills

AI AgentsArtificial Intelligence (AI)Data StructuresDeep LearningFashion ModelingGenerative AIHugging Face ProductsHuman Resources (HR)LangChainLarge Language Models (LLM)MLOpsMachine LearningMoney ManagementOpenCVPython

About

IIT Roorkee undergrad specializing in building high-impact AI/ML and Generative AI solutions. I transform complex problems into efficient, scalable systems. Key Projects & Achievements: AI Agent: Built an AI logistics agent using Python and LangGraph, improving delivery reliability across 23+ scenarios. Middleware: Engineered an ERP integration platform that achieved 70% faster data retrieval using LLM-based field mapping. Deep Learning: Fine-tuned a ResNet-50 model to 84% accuracy (+15% over baseline) while cutting compute costs by 40%. Hackathon Winner: Secured 1st Place for the ICICI Bank Problem Statement at the IITR Tech GC. Core Skills: Python, C++, PyTorch, LangGraph, LLMs, Deep Learning, OpenCV, Data Structures & Algorithms. Open to new challenges in AI development and research. Let's connect!

Experience

Indian institute of technology, roorkee

Research Intern

Mar 2025Jun 2025 · 3 mos · Roorkee, Uttarakhand, India · On-site

  • Worked under Prof. Anshu Anand and Designed and optimized a Python/OpenCV pipeline—CLAHE, Gaussian filtering,
  • Otsu/Triangle/Yen/Li thresholding, morphological reconstruction, distance-transform
  • labeling, and watershed segmentation—achieving a +15-point IoU gain and 2×
  • throughput improvement.
PythonOpenCVComputer Vision

Fashion society iitr

Joint Secretary

Sep 2023Present · 2 yrs 6 mos · Roorkee, Uttarakhand, India · On-site

Education

Indian Institute of Technology, Roorkee

Bachelor of Technology - BTech — Chemical Engineering

Aug 2023May 2027

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