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akshay User

@akshayuser4

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Results-driven Software Engineer specializing in ML/AI infrastructure development.

India

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What I'm looking for

I am seeking a role that fosters innovation and collaboration, where I can leverage my skills in ML/AI and cloud infrastructure to drive impactful projects while continuing to grow professionally.

I am a results-driven Software Engineer with a strong focus on AWS cloud infrastructure and ML/AI pipelines. My experience includes architecting data processing systems that handle over 200GB of datasets, achieving a 35% improvement in latency. I have a proven track record in implementing RAG solutions that have increased extraction accuracy by 42%, showcasing my ability to leverage modern data technologies for measurable business impact while maintaining rigorous data quality standards.

At SoftmaxAI, I have successfully designed and implemented high-performance data pipelines using PySpark and Delta Lake, significantly reducing processing times and enhancing extraction accuracy. My work in containerizing applications with Docker has standardized deployments across various environments, ensuring efficiency and reliability. I am passionate about utilizing my skills in machine learning and data processing to drive innovation and improve operational efficiencies.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer

Current

SoftmaxAI Pvt. Ltd.

May 2024 - Present (1 year 2 months)

Architected RAG pipeline processing 50K+ documents, boosting extraction accuracy 42% while reducing processing time by 30%. Engineered high-performance PySpark + Delta Lake solution cutting query latency 35% on 200GB datasets with robust version control.

AWS Pyspark Delta Lake Terraform Docker YOLOv5 U Net LLMs)Vector Databases YOLO V5

Software Engineer Intern

SoftmaxAI Pvt. Ltd.

Feb 2024 - Apr 2024 (2 months)

Optimized weather data analysis pipeline, reducing API calls by 65% and saving $1,000 monthly in compute costs. Developed 100+ instruction prompts for LLM response calibration, improving context relevance by 40%.

Agile Development Data Analysis

Machine Learning Intern

Silver Touch Technologies Limited

Feb 2023 - May 2023 (3 months)

Analyzed 10+ research papers, applying findings to improve recommendation system accuracy by 18%. Created data visualizations processing 50,000+ daily data points, identifying patterns that decreased operational costs by 9%.

Machine Learning Data Visualization Research Analysis Recommendation Systems Cost Optimization

Education

Degrees, certifications, and relevant coursework

Sardar Vallabhbhai Patel Institute Of Technology

Bachelor of Engineering - Information Technology, Information Technology

Grade: 8.04/10.0

Activities and societies: Relevant Coursework: Advanced Database Systems, Cloud Computing, Machine Learning, Big Data Analytics

Completed a Bachelor of Engineering in Information Technology with a CPI of 8.04/10.0. Relevant coursework included Advanced Database Systems, Cloud Computing, Machine Learning, and Big Data Analytics.