Machine Learning Stack Developer

BALINENI MANIKANTA CHOUDARY

Contact: 214-***-****

Gmail: *****************@*****.***

LinkedIn: https://www.linkedin.com/in/manikanta-choudary-balineni-03aab518b/ Github: https://github.com/jayy007

Portfolio: https://jayy007.github.io/Portfolio/

PROFESSIONAL SUMMARY

Enthusiastic and skilled Full Stack Developer with 5+ years of experience, focusing on front-end and back-end technologies, Python with machine learning and AI, and modern programming languages. Seeking a challenging role to leverage my expertise in full stack development, AI/ML, and innovative programming practices. Versatile software development professional successful producing robust systems to meet diverse customer needs. EXPERIENCE

Freelance Developer Jan 2023 – Dec 2023

Freelance Remote, USA

As a freelance developer, I have delivered end-to-end solutions leveraging my full stack and AI/ML expertise. I’ve built and deployed cloud-based applications using Python, Angular, Node.js, and Golang, and have experience designing RESTful APIs, setting up CI/CD pipelines, and using Docker for containerization. I also applied machine learning models for tasks such as predictive analytics, computer vision, and natural language processing using TensorFlow, Scikit-learn, and BERT. My freelance work reflects a strong ability to independently manage projects—from requirement gathering to deployment—while ensuring scalable, secure, and performance-optimized solutions. Associate Software Developer–Trainee Dec 2021 – Dec 2022 Value Momentum Hyderabad, Telangana, India

Contributed to back-end development using Python and Django, focusing on scalable application architecture. Designed and implemented database models in PostgreSQL to support application needs. In addition to my focus on AI and machine learning, I am proficient in a variety of modern programming languages, frameworks, and some machine learning / AI Techniques.

Assisted in the deployment of applications on AWS, setting up EC2 instances and configuring S3 buckets. Gained experience with version control using Git and collaborated with team members on GitHub. Participated in Agile ceremonies and contributed to sprint planning and daily stand-ups. Research & Development Engineer - AI & Machine Learning May 2020 – Dec 2021 The AI Globe Hyderabad, Telangana, India

Spearheaded the development of intelligent systems by applying state-of-the-art machine learning algorithms, including supervised, unsupervised, and reinforcement learning techniques. Designed and implemented scalable ML pipelines using Python, TensorFlow, and PyTorch to automate model training, evaluation, and deployment.

Conducted extensive research on deep learning architectures, including CNNs, RNNs, Transformers, and GANs, improving model accuracy by up to 18%.

Collaborated with cross-functional teams to integrate AI solutions into product lines, contributing to a 25% reduction in processing time through intelligent automation.

Applied natural language processing (NLP) models for semantic search, sentiment analysis, and text classification tasks using BERT and spaCy.

Published internal white papers and presented findings on AI innovations and ethical implications at company-wide R&D symposiums.

Led data acquisition and preprocessing strategies, ensuring model robustness and reliability through advanced feature engineering and anomaly detection.

Evaluated and integrated third-party APIs and AI-as-a-Service platforms for rapid prototyping and solution scalability. Mentored junior engineers and interns, fostering a culture of innovation and continuous learning within the R&D department. Cyber Security Intern Aug 2021 – Dec 2021

Virtual Testing Foundation Hyderabad, Telangana, India Conducted vulnerability assessments on various systems and networks. Developed incident response plans for cyber events. Researched emerging threats, vulnerabilities, and exploits relevant to organization's network environment. Researched emerging threats, vulnerabilities, and exploits relevant to organization's network environment. Collaborated with IT teams to implement security measures and best practices. RELEVANT PROJECTS

• Developed a cloud-based airline management system using Golang, Python, and AWS.

• Built and deployed microservices architecture with Kubernetes and Docker for efficient airline data management.

• Created RESTful APIs for airline analytics, integrating real-time monitoring dashboards.

• Automated deployment of cloud services using Terraform, improving scalability and fault tolerance.

• Designed machine learning models for predictive maintenance in airline operations, leveraging TensorFlow and Scikit- learn.

EDUCATION

Master of Science (M.S.) – Computer Science May 2024 University of Central Missouri

• Graduated with [3.0/4.0] GPA

Bachelor of Technology - Computer Science & Engineering May 2022 KL University

• Associate Member of Cyber Security Club & Data Science

• Graduated with [8.0/10.0] SGPA & [3.2/4.0]

SKILLS

Front-End Angular, HTML, CSS, JavaScript, React.js, Node.js, React.js Web Development RESTful API Development

Programming Languages C/C++, C#, Java, Python, R

Cloud Azure

Tools & Technologies Docker, Agile, Jira, Postman, Jupyter Notebooks Databases SQL Databases (PostgreSQL, MySQL), NoSQL Databases

(MongoDB)

Python Frameworks & Libraries Django, Flask, Fast API, Pandas, NumPy, Scikit-learn, TensorFlow / PyTorch, Fast API, Matplotlib, Seaborn Version Control Git/GitHub/GitLab

Data Engineering Tools Apache Spark, Hadoop, Airflow Machine Learning/AI TensorFlow, Keras, Scikit-learn, NLP Data Analysis & Visualization Data Manipulation, Data Visualization Development Methodologies Agile and scrum

Security Basic Cybersecurity Best Practices, Data Encryption and Protection, Vulnerability Assessment

Other Data Structures, Algorithms, IoT

Soft Skills Problem Solving, Analytical Thinking, Team Collaboration, Communication

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