yajat pahuja

yajat pahuja

Machine Learning Engineer
India

نبذة عني

I am a software developer and AI enthusiast with experience in full-stack development, machine learning, and blockchain-based systems. I have worked on projects involving LLMs, RAG pipelines, financial analysis, and smar…

الخبرة

AI Researcher — Medical Imaging & Skin Cancer Detection

TIET
Aug 2025 - حتى الآن · 11 أشهر

Optimized TensorFlow pipeline on NVIDIA H100 GPU, reducing training time from 4 days to 6 hours via parallelized processing on HAM10000 dataset (10K+ images).
Improved skin lesion classification from 77% to 93% accuracy using transfer learning, U-Net segmentation, and feature engineering on 7-class dermatoscopic image dataset.
Engineered 50+ morphological features (asymmetry, border, color, texture) contributing 10-point accuracy gain and enabling clinically interpretable diagnostic models.

AI & Backend Developer

Celeriz, San Francisco (Remote)
Feb 2025 - Jul 2025 · 5 أشهر

Built ML arbitrage system across 50+ crypto pairs with

AI & Backend Developer

Celeriz, San Francisco
Feb 2025 - Jul 2025 · 4 أشهر

Built ML arbitrage system across 50+ crypto pairs with

المهارات

لغة C++ ماي إس كيو إل أوراكل إس كيو إل بوستجريس كيو إل بايثون (لغة برمجة) لغة الاستعلامات الهيكلية (SQL) فلاسك (إطار عمل لتطبيقات الويب باستخدام Python) أوبن سي في تينسور فلو المحولات نود جي.إس لغة البرمجة آر (R) TypeScript Django REST Framework LangChain Scikit-learn NLP LLMs Ultralytics (YOLO) RAG AWS EC2 AWS S3 Cloudflare R2 Cloudflare Workers Nginx Cloudflare DNS GitHub Actions (CI/CD) SQLite Cloudflare Workers Nginx GitHub Actions CI/CD
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