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Sagar U

AI/ML Engineer | Building Impactful AI Solutions for Vision, Language & Business Insight

Bengaluru

2+ years of work experience

Automata Research Laborator
Apr 20251 yr 3 mosPresent

Bengaluru, Karnataka, India

LTX - LaunchTrax
Oct 20245 mosFeb 2025

• Analyzed complex datasets to support the development of AI/ML models addressing key business and operational challenges. • Optimized and prepared training datasets for Computer Vision and NLP applications, contributing to over 85% improvement in detection accuracy and a significant reduction in false negatives. • Collaborated with cross-functional teams, including engineers and domain experts, to support the development of reinforcement learning-based simulation tools through efficient data integration and analysis. • Created interactive data visualizations and dashboards to identify anomalies in post-flight communication data, enhancing system reliability and performance monitoring. • Conducted deep data analysis on satellite imagery projects, enabling accurate object detection, classification, and tracking through improved data labeling and validation processes. • Translated complex business requirements into actionable insights and reports; worked closely with stakeholders to gather data requirements, define KPIs, and present findings using tools like Python, SQL, Tableau/Power BI, and Excel.
LTX - LaunchTrax
Jul 20244 mosOct 2024

• Performed data cleaning and preprocessing on large operational datasets using Python (Pandas, NumPy) to remove inconsistencies and prepare data for advanced analysis and modeling workflows. • Developed interactive dashboards and trend analysis reports in Power BI to support data-driven decisions, highlighting key performance indicators and uncovering operational inefficiencies. • Utilized annotation tools like LabelImg and LabelMe to label and prepare image datasets for machine learning models, ensuring high-quality and accurate data for Computer Vision applications.
Alpha Tech Academy
Jan 20246 mosJun 2024

Bengaluru, Karnataka, India

🚀 Designed and delivered high-performance backend services using Java/Spring Boot, handling 800+ requests/sec and reducing latency by 25% through connection pooling. 🛠 Supported RESTful API design and implementation, enhancing system efficiency, security (JWT, OAuth), and adherence to best coding practices. ⚡ Collaborated with a development team using Git, reducing merge conflicts by 25% through improved branching strategies. 📈 Contributed to system scalability and performance, ensuring smooth integration and deployment. 🔹 Applied Agile methodologies in daily stand-ups and sprint planning to drive continuous improvement and timely delivery.

Sagar’s AI Stack

gemini
gemini
geminicli
geminicli
midjourney
midjourney
openclaw
openclaw

Education

Christ University, Bangalore

Bachelor of Science, Computer Science, Mathematics and Electronics (CME)

Christ University, Bangalore

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Headline

AI/ML Engineer | Building Impactful AI Solutions for Vision, Language & Business Insight

About

AI/ML Engineer with hands-on experience in developing and deploying end-to-end AI solutions across Computer Vision, Natural Language Processing (NLP), anomaly detection, and data-driven analytics. Skilled in building scalable AI pipelines, model optimization, and real-time AI applications that improve decision-making and operational efficiency. Expertise includes data preprocessing, feature engineering, model evaluation, and deployment of AI systems that translate complex data into actionable insights. Proven track record of enhancing model accuracy, system reliability, and business outcomes through AI-powered solutions. Actively seeking opportunities to contribute to impactful AI/ML projects, leveraging strong technical skills and a passion for data-driven innovation.

Location

Bengaluru

AI stack

gemini

geminicli

midjourney

openclaw

Work experience

AI/ML Engineer at Automata Research Laborator, Apr 2025 - Present · 1 yr 3 mos, Bengaluru, Karnataka, India

Associate Data Analyst at LTX - LaunchTrax, Oct 2024 - Feb 2025 · 5 mos, • Analyzed complex datasets to support the development of AI/ML models addressing key business and operational challenges. • Optimized and prepared training datasets for Computer Vision and NLP applications, contributing to over 85% improvement in detection accuracy and a significant reduction in false negatives. • Collaborated with cross-functional teams, including engineers and domain experts, to support the development of reinforcement learning-based simulation tools through efficient data integration and analysis. • Created interactive data visualizations and dashboards to identify anomalies in post-flight communication data, enhancing system reliability and performance monitoring. • Conducted deep data analysis on satellite imagery projects, enabling accurate object detection, classification, and tracking through improved data labeling and validation processes. • Translated complex business requirements into actionable insights and reports; worked closely with stakeholders to gather data requirements, define KPIs, and present findings using tools like Python, SQL, Tableau/Power BI, and Excel.

Data Analyst at LTX - LaunchTrax, Jul 2024 - Oct 2024 · 4 mos, • Performed data cleaning and preprocessing on large operational datasets using Python (Pandas, NumPy) to remove inconsistencies and prepare data for advanced analysis and modeling workflows. • Developed interactive dashboards and trend analysis reports in Power BI to support data-driven decisions, highlighting key performance indicators and uncovering operational inefficiencies. • Utilized annotation tools like LabelImg and LabelMe to label and prepare image datasets for machine learning models, ensuring high-quality and accurate data for Computer Vision applications.

Software Engineer at Alpha Tech Academy, Jan 2024 - Jun 2024 · 6 mos, Bengaluru, Karnataka, India, 🚀 Designed and delivered high-performance backend services using Java/Spring Boot, handling 800+ requests/sec and reducing latency by 25% through connection pooling. 🛠 Supported RESTful API design and implementation, enhancing system efficiency, security (JWT, OAuth), and adherence to best coding practices. ⚡ Collaborated with a development team using Git, reducing merge conflicts by 25% through improved branching strategies. 📈 Contributed to system scalability and performance, ensuring smooth integration and deployment. 🔹 Applied Agile methodologies in daily stand-ups and sprint planning to drive continuous improvement and timely delivery.

Education

Bachelor of Science, Computer Science, Mathematics and Electronics (CME), Christ University, Bangalore

Sagar U - AI/ML Engineer in Bengaluru | Tal