Software Engineer Machine Learning

AJAY SINGH

Chicago, IL 419-***-**** *****@****.***

https://linkedin.com/in/ajay-singh-0767895b https://github.com/send2asd PROFESSIONAL SUMMARY

Dynamic and results-driven Software Engineer with a master’s degree in computer science from Bowling Green State University. Demonstrates a proven track record in delivering innovative solutions within both academic and professional environments. Adept in Python development, cloud computing, and machine learning, with specialized expertise in Django, React.js, Node.js, MySQL, NoSQL, and AWS services. EDUCATION

Bowling Green State University, Bowling Green, OH

M.S. in Computer Science — 08/2022 - 04/2024, GPA: 3.5 Course Work: Big data, Machine learning, AI, Data science, Data structure, Software security, Data visualization WORK EXPERIENCE

System Associates, Inc, Bowling Green, OH

Software Developer Intern — 01/2023 - 12/2023

● Spearheaded the development of a dynamic web application during a year-long internship, leveraging Python, Django, and React.js to create a robust platform with Excel data import functionality, role-based authentication, and customizable themes.

● Participated in code and design reviews to ensure high code quality and promote team knowledge sharing. Liqvid Services, Noida, India

Software Engineer — 04/2019 - 08/2022

● Led the development of a revenue-generating authoring platform using Django and React.js, serving millions globally.

● Developed RESTful APIs in Python and Node.js, ensuring seamless integration with mobile apps.

● Deployed platform on AWS via CI/CD pipelines, ensuring reliability and scalability.

● Managed MySQL databases, ensuring content integrity, and engineered a NoSQL based reporting dashboard, boosting data processing efficiency by 60%. ItechCreators, New Delhi, India

Python Developer — 12/2016 - 03/2019

● Created a Financial Analytical Tool using Python, pandas, and machine learning techniques.

● Implemented data processing algorithms and intuitive UI, integrating real-time data updates.

● Enhanced data processing efficiency by 40%, facilitating faster analysis and decision-making.

● Developed the Weather Forecasting App using Python, driving a 20% increase in user engagement.

SSGroup of Companies, Satna, India

Software Engineer — 03/2014 - 11/2016

● Spearheaded the creation of a dynamic e-commerce platform using PHP and MySQL, incorporating a personalized recommendation engine using machine learning that boosted sales by 25% through targeted product suggestions.

● Implemented efficient web scraping scripts using Python to extract data from various websites.

● Automated system tasks using Python scripts, enhancing efficiency and reducing manual workload.

SKILLS

● Programming Languages: Python, PHP, C#, JavaScript, Typescript

● Frameworks: Django, Flask, FastAPI, React.js, Angular

● Cloud/Containerized Services: AWS (EC2, Lambda, RDS and S3), Docker, Kubernetes

● Databases and Query Language: MySQL, PostgreSQL, MongoDB, GraphQL

● Frontend: HTML, CSS, Bootstrap

● Version Control: Git, GitLab, TFS

● Project Management Methodologies: Agile development, Scrum CERTIFICATIONS

● AWS Certified Developer – Associate

PROJECTS

● HLA Imputation using Machine Learning: Developed Seq2Seq model with GRU and Bahdanau attention all powered by PyTorch to predict HLA genotypes for medical genetics. Demonstrated capability to process complex genetic sequences, promising advancements in personalized medicine and transplant compatibility.

● Aid Amyotrophic Lateral Sclerosis via Knowledge Graph: Led analysis of ALS research data, utilized NLP and Siamese networks for insights, and constructed a knowledge graph for deeper understanding of neurodegenerative diseases.

● Stock Data Analysis: Developed a project utilizing Apache Spark, including PySpark, for stock data analysis, demonstrating adaptability and problem-solving skills in Spark queries and Dockerized Jupyter environments.

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