Satvika reddy Vallem

AI/ML Data Operations | Python & Java Developer | Data Annotation Specialist

Cuddapah, Andhra Pradesh, India 0+ yrs exp 86 · Excellent

About

Detail-oriented professional with hands-on experience in AI/ML data annotation, validation, and quality operations at Sancush Services (client: Innodata), supporting training pipelines for machine learning models. Combines this data-operations foundation with software development skills in Python, Java, Spring Boot, REST APIs, and MySQL from a Java Full Stack Engineer certification (Revature). Strong grasp of machine learning fundamentals, SOP compliance, and dataset quality control, with a keen interest in expanding into applied AI/ML engineering. Seeking roles in AI/ML Data Operations, AI Engineering, or Software Development.

Skills & Expertise (26)

Data Annotation Advanced

7.5/10

Years Exp

Data Labeling Advanced

7.5/10

Years Exp

Data Validation Advanced

7.5/10

Years Exp

Data Cleaning Advanced

7.5/10

Years Exp

Preprocessing Advanced

7.5/10

Years Exp

Attention to Detail Advanced

6.5/10

Years Exp

Documentation Advanced

6.5/10

Years Exp

Team Collaboration Advanced

6.5/10

Years Exp

Analytical Thinking Advanced

6.5/10

Years Exp

Problem Solving Advanced

6.5/10

Years Exp

Java Intermediate

5.5/10

Years Exp

Power BI Intermediate

5.5/10

Years Exp

MS Excel Intermediate

5.5/10

Years Exp

IntelliJ IDEA Intermediate

5.5/10

Years Exp

Visual Studio Code Intermediate

5.5/10

Years Exp

GitHub Intermediate

5.5/10

Years Exp

Git Intermediate

5.5/10

Years Exp

MySql Intermediate

5.5/10

Years Exp

Machine Learning fundamentals Intermediate

5.5/10

Years Exp

SQL Intermediate

5.5/10

Years Exp

Python Intermediate

5.5/10

Years Exp

JavaScript Intermediate

4.5/10

Years Exp

CSS Intermediate

4.5/10

Years Exp

HTML Intermediate

4.5/10

Years Exp

REST APIs Intermediate

4.5/10

Years Exp

Spring Boot Intermediate

4.5/10

Years Exp

Work Experience

Data Annotation Specialist

Sancush Services Pvt. Ltd. (Client: Innodata)

Jun 2026 - Present

Support AI/ML model development by performing structured data annotation and labeling on datasets used for training, ensuring accuracy and consistency across projects. Conduct quality review, data validation, and data cleaning/preprocessing on annotated datasets, identifying and correcting errors to maintain data integrity for ML pipelines. Follow detailed annotation guidelines and SOPs across varied task types to meet project-specific AI training data quality benchmarks. Track throughput and quality metrics against daily targets using MS Excel, and collaborate with team leads on process improvements. Document recurring edge cases and contribute to annotation guideline refinement through structured feedback and analytical review.

Java Full Stack Engineer — Training & Project Delivery

Revature

Dec 2025 - Mar 2026

Completed an intensive Java Full Stack training program covering Java, Spring Boot, REST API development, MySQL, and Git/GitHub. Built and delivered a multi-service capstone application using Java and Spring Boot, applying object-oriented design and REST API principles across the SDLC. Practiced software development workflows in IntelliJ IDEA and Visual Studio Code, including database design in MySQL and collaborative development via Git/GitHub. Applied problem-solving and analytical thinking to debug, test, and document application features in a team-based Agile environment.