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Abhay Aditya

@abhayaditya

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AI/ML engineer building fine-tuned Llama models and satellite-image segmentation systems.

India

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What I'm looking for

Looking for entry-level AI/ML or Generative AI roles (AI Engineer, ML Engineer, LLM Engineer) focused on model fine-tuning, LLMs, RAG, and applied machine learning. Motivated by building and deploying real AI systems, continuous learning in GenAI, and contributing to product-driven teams in tech or AI startups. Open to full-time opportunities in India or remote.

I fine-tuned Llama 3.1 8B for mathematical reasoning using QLoRA and 4-bit quantization on the GSM8K dataset. The model achieved 66% zero-shot accuracy, and I deployed a real-time inference UI to Hugging Face Spaces.

For a project using MBRSC satellite data, I developed a custom U-Net for six-class semantic segmentation and an image-processing pipeline for aerial imagery. The model reached 87.5% validation accuracy.

As a Technical Writer at Medium, I published articles in Towards AI, DataDrivenInvestor, and Bootcamp, earning 30k+ views and an average read ratio of about 45%.

During my AWS Data Engineering Virtual Internship at EduSkills, I completed hands-on labs focused on Amazon S3 and SageMaker and explored data pipelines and generative AI orchestration workflows.

Experience

Work history, roles, and key accomplishments

Current

Technical Writer

Current

Medium

Feb 2025 - Present (1 year 8 months)

Published 15+ articles in Towards AI, DataDrivenInvestor, and Bootcamp, achieving 30k+ views and ~45% average read ratio. Engaged with 100+ authors, editors, engineers and researchers within the Medium tech community.

Technical Writer Content Creation AI Machine Learning Community Engagement

AWS Data Engineering Virtual Internship

EduSkills

Oct 2025 - Dec 2025 (2 months)

Gained foundational, hands-on exposure to cloud infrastructure architectures, completing structured labs focused on Amazon S3 and SageMaker. Applied core machine learning concepts and cloud services to build a practical understanding of data pipelines and generative AI (LLM & RAG) orchestration workflows.

S3 Sagemaker Machine Learning Data Pipelines Generative AI LLM RAG