Ajit Balla Email & Phone Number

Hyderabad, Telangana, India

Boston, Massachusetts, United States

Spearheaded the development of the Scan-to-BIM software, automating the integration of geometric data into point clouds, whether tagged manually or through Neural Networks. This work significantly advanced our ability to process and utilize 3D data in building information modeling.Developed several key tools to enhance the Scan-to-BIM process, including a multi-core version of the Mixed-Pixel filter software, which improved processing speed by 10x, dramatically boosting the efficiency of our data analysis workflows.Initiated and led the development of a BIM editor software (S2B Editor) from the ground up, empowering users to interactively modify building components within the BIM environment. This tool provided greater flexibility and control in the management of building data.Created a High-Resolution Tagger Software that seamlessly integrates low-resolution Neural Network data with high-resolution scans, resulting in exceptionally accurate data outputs. This innovative solution was developed independently, with minimal supervision, demonstrating my ability to anticipate and address the needs of the team effectively.

Boston, Massachusetts, United States

Developed advanced methods for tagging and segmenting 3D point clouds generated by a Leica RTC-360 terrestrial laser scanner. Utilized CloudCompare software for labeling and validating these point clouds, ensuring high-quality data crucial for training Neural Networks, such as Mask3D and "Point Transformer."The meticulously tagged data significantly improved the accuracy of our Neural Networks, contributing to ongoing projects funded by the Department of Energy (DOE). The protocols I developed are being integrated into long-term research initiatives at the center.Collaborated on the development and optimization of Python-based tools for processing 3D point clouds of residential buildings, enhancing the performance and reliability of data-driven applications.Designed and developed a 3D visualization tool that was essential for validating and verifying algorithm accuracy, ensuring consistent and reliable software performance across multiple projects.

Boston, Massachusetts, United States

Developed and managed scalable ETL pipelines using Azure Data Factory (ADF) to extract, transform, and load police budget data from Azure Blob Storage into Azure SQL Database, ensuring data quality and security.Implemented data transformations including removing duplicates, handling null values, standardizing formats, and aggregating data using ADF Mapping Data Flows and SQL-based stored procedures.Optimized pipeline performance by applying parallelism and partitioning in ADF to process large datasets efficiently, while implementing incremental data loading to reduce processing time.Ensured data security through SSL encryption for data transfers and enforced Role-Based Access Control (RBAC) to protect sensitive information like officer earnings and demographic data.Utilized Git for version control, enabling collaboration and tracking changes across pipeline configurations, ensuring smooth deployments and proper management of pipeline versions in ADF.

Visakhapatnam, Andhra Pradesh, India

Created an implemented real time projects based on Internet of Things (IOT):• Smart Gardens• Speaking Plant• Oximeter

Visakhapatnam, Andhra Pradesh, India

Organized both tech and non tech events.

Kharagpur, West Bengal, India

Developed an image processing model and a stock predictor application.

Master'S Degree, Computer Science, 3.5

• Data Science Tools and Applications • Image and Video Computing • Principles of Machine Learning • Advanced Algorithms • Graduate.

Bachelor Of Technology - Btech, Cse, 9.26