Working on dataset creation and evaluation benchmarks to improve the performance of big tech LLMs on various tasks like code execution and marketing analysis.

• Spearheaded the development of 'Optimus' from scratch, a $X million production planning tool by innovating metaheuristic algorithms achieving a 7% production increase and significant time savings.• Collaborated closely with clients deploying end-to-end solutions through meetings and on-site visits.• Coordinated cross-functional teams, including engineers, designers, and testers, to deploy successful solutions.• Contributed to talent acquisition strategies, playing a key role in… Show more • Spearheaded the development of 'Optimus' from scratch, a $X million production planning tool by innovating metaheuristic algorithms achieving a 7% production increase and significant time savings.• Collaborated closely with clients deploying end-to-end solutions through meetings and on-site visits.• Coordinated cross-functional teams, including engineers, designers, and testers, to deploy successful solutions.• Contributed to talent acquisition strategies, playing a key role in building high-performing teams. Show less

Led and developed top analytics projects in the Uptime Center:➙ EOS Map• Visualise geospatial analysis to understand the performance of dealers pan India.• It is being generated monthly and is deployed in the VECV offices.• Decisions and actions related to EOS, breakdowns, and dealer KPIs, are being taken in a much more transparent and efficient manner.➙ JC Analyzer• Developed an automated and ~95% accurate algorithm in Python to predict false alarms (messages sent… Show more Led and developed top analytics projects in the Uptime Center:➙ EOS Map• Visualise geospatial analysis to understand the performance of dealers pan India.• It is being generated monthly and is deployed in the VECV offices.• Decisions and actions related to EOS, breakdowns, and dealer KPIs, are being taken in a much more transparent and efficient manner.➙ JC Analyzer• Developed an automated and ~95% accurate algorithm in Python to predict false alarms (messages sent to customers)• Reduced rule efficacy analysis time from 3-5 days to 10 minutes.• No to little subject matter expertise required saving time and human resources.➙ Vehicle Application• Generated insights to understand particular model behavior and associated cost.• Novel algorithm to analyze the behavior of any model on any route in the world.• Algorithmic design and efficiency crunches data of thousands of vehicles in a couple of months and outputs in 1-2 seconds. Show less

➙ Vajra Worker• Built computer vision-based ML system to ensure PPE compliance at different workplaces like construction, steel, and chemical labs.• Modular and flexible deep learning components for distributed real-time analytics• Lots of data collected, organized, and annotated semi-automated➙ Video Labelling Tool• Developed a tool to segment and label the videos efficiently• User-friendly tool to enable users at all levels to annotate data for ML• Manual… Show more ➙ Vajra Worker• Built computer vision-based ML system to ensure PPE compliance at different workplaces like construction, steel, and chemical labs.• Modular and flexible deep learning components for distributed real-time analytics• Lots of data collected, organized, and annotated semi-automated➙ Video Labelling Tool• Developed a tool to segment and label the videos efficiently• User-friendly tool to enable users at all levels to annotate data for ML• Manual labeling time reduced by ~50% Show less

• TA for course ECSE303L: Artificial Intelligence and Machine Learning• Create weekly challenges involving well defined tasks to complete• Conduct powerful live sessions focused on applied machine learning

I made significant development contributions to industry research projects by:➙ Bharat Electronics Ltd• Human and vehicle object detection and tracking in surveillance areas and restricted zones• Model training, evaluation, presentation and research done under the guidance of Dr. Vipul Kumar Mishra• Efficient tracking architecture to deploy in real-time solutions➙ Times Internet Ltd• CTR Maximisation by choosing correct audience buckets for an ad campaign•… Show more I made significant development contributions to industry research projects by:➙ Bharat Electronics Ltd• Human and vehicle object detection and tracking in surveillance areas and restricted zones• Model training, evaluation, presentation and research done under the guidance of Dr. Vipul Kumar Mishra• Efficient tracking architecture to deploy in real-time solutions➙ Times Internet Ltd• CTR Maximisation by choosing correct audience buckets for an ad campaign• Requirement analysis, algorithm designing and research done under the guidance of Dr. Gaurav Singhal• Developed a novel counterfactual bandit algorithm to map audience buckets given context Show less

• Mentored team of 4 interns for project: "food recognition"• Applied Mask-RCNN model for multi-object image segmentation• Achieved precision IoU of 0.79• Practical experience working with DGX-1 for training models