Apr 2023 – Feb 2025 · 1 yr 10 mos · Hyderabad, Telangana, India · On-site

• Leading the team on the training and evaluation of the classification, object detection and object segmentation models
• Utilized Generative AI for data augmentation, resulting in a 4% enhancement in model generalization and increased accuracy
• Built a robust CI/CD pipeline integrating Ansible, Jenkins, and Docker, streamlining the development process and reducing deployment time by 50%
• Contributed to diverse SDLC phases, spanning development, unit testing, thorough code review, and seamless deployment
• Pioneered an innovative solution for 3D object tracking and counting, elevating the precision and effectiveness of object monitoring
• Provided mentorship to interns and led informative tech (ML) sessions for the team, fostering a dynamic learning culture

Jul 2021 – Apr 2023 · 1 yr 9 mos · Hyderabad, Telangana, India · On-site

• Played a key role in training robust detection models, notably YOLOv8, YOLO-NAS, and RT-DETR, resulting in a significant 5% decrease in False Positives and an overall 12% enhancement in model accuracy
• Developed a full-fledged cargo counting solution that achieved 99% counting accuracy using the DeepSORT tracking-by-detection algorithm.
• Improved the counting accuracy from 95% to 99% by integrating ByteTrack logic and several other techniques
• Designed a distributed system employing Ray Python Module to scale the aforementioned solution to operate seamlessly across more than 70 systems.
• Created end-to-end AI solutions for diverse customer use cases leveraging Python, AWS cloud, and open-source platforms
• Engaged in data cleaning, preprocessing, and visualization techniques utilizing tools such as Pandas, Matplotlib, Seaborn, and Tableau

Jan 2021 – Jun 2021 · 5 mos · Hyderabad, Telangana, India · On-site

• Worked on motion detection using Optical flow
• Assisted in training detection models (YOLOv3/v4, SSD) and the integration of tracking algorithms (SORT, DeepSORT).

Aug 2020 – Jan 2021 · 5 mos · Delhi, India · Remote

• Built backend components with Django RestAPI for a web product of a logistics firm.
• Worked on an AI-based educational software product.

Aug 2019 – Sep 2019 · 1 mo · Remote

• Learned visualization tools like Matplotlib and Seaborn in detail.
• Analyzed and developed a forecasting model for employee attrition.

Jul 2019 – Aug 2019 · 1 mo · Remote

• Online internship provided by the Career Launcher Platform and endorsed by the All India Council for Technical Education.
• Conducted data regression analysis of the relationship between company stock prices and industry trends.
• Prepared, analyzed, and summarized financial data for various levels of capitalization.