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AKHILESH SHARMA

@akhileshsharma

Machine Learning Engineer at KlearNow.AI

Jammu & Kashmir, India

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KlearNow.AIIndian Institute of Technology Jammu

Highly skilled Machine Learning Engineer with experience designing and deploying advanced AI solutions, particularly in Computer Vision and Natural Language Processing. Proficient in the end-to-end lifecycle development of ML projects, including finetuning transformer-based models and optimizing cloud GPU workloads. Proven ability to automate ML pipelines and develop robust document extraction systems.

Experience

Machine Learning Engineer

KlearNow.AI

•Aug 2021 - Present

Designed and implemented a document extraction solution for the KlearNow.AI Platform, a pivotal component driving our industry-leading Language-Agnostic Intelligent Document Processing solution for the customs industry. Achieved an 85% reduction in operational costs. Led the end-to-end lifecycle development of multiple AI projects, including the design, training, and deployment of advanced computer vision and natural language processing models, enhancing operational efficiency. Experienced in finetuning various transformer based Language Models (LayoutLM, Mistral, Google T5 etc.) for generative modeling and multimodal representations. Led the effort for automating ML training pipeline by developing auto-annotation and automated data preparation tools. Achieved a 50% reduction in data scientist hours dedicated to data preparation and sorting. Introduced cloud GPU workloads in production, resulting in a 10x speedup compared to traditional processing times. Also ensured minimal cost impact moving from CPU to GPU. Designed and implemented highly efficient NoSQL database search solutions for product databases to improve search performance and enhance overall user experience.

Education

Indian Institute of Technology Jammu

B.Tech

Electrical Engineering

Jan 2021

Skills

Python
C/C++
SQL
MongoDB
Docker
Kubernetes
AWS
GCP
TensorFlow
Keras
PyTorch
Computer Vision
Natural Language Processing
Scripting
CI/CD
MLOps