Apr 2024 – Mar 2025 · 11 mos · Bengaluru, Karnataka, India · On-site

• Prescinto uses Artificial Intelligence to identify causes of underperformance and suggest actions to improve generation in Clean Energy plants by 5 - 7%.
• 1. Designed interactive Dashboards for analysing the operational efficiency of Renewable Energy Plants, providing actionable insights and enabling data-driven decision-making, which enhanced overall plant performance significantly.
• 2. Developed the Daytime Data Availability computation for Solar Data Governance, aimed at calculating accurate data points between sunrise and sunset times. This solution ensured the precise tracking of solar data, enhancing data quality and availability for real-time analytics, which improved predictive accuracy and operational decisions for solar energy production.

Feb 2022 – Mar 2024 · 2 yrs 1 mo · Bengaluru, Karnataka, India · On-site

• 1. Engineered Data Pipeline services for post-processing Energy Plant data, ensuring high data quality and measuring data availability, resulting in improved Data Governance by ensuring Accuracy, Availability, and Usability, thereby supporting Predictive Analytics for optimized energy production.
• 2. Automated the Hindcasting of Energy Generation Plants with Dynamic Report Generation, facilitating data-driven decision-making and maximizing energy production.
• 3. Developed Performance Report for Battery Energy Storage System (BESS) data gathering and manipulation APIs, ensuring visibility into system functionality and enhancing operational efficiency for real-time analytics and improved decision-making.

Sep 2021 – Feb 2022 · 5 mos · British Columbia, Canada · Remote

• VisionBox is an IT-based consulting company working on AI-specific models and algorithms which include 3D Computer Vision, Object detection, AI of trading, Deep learning, Video Analysis, Machine Learning Problem, and Computer Vision strategies to improve business performance.
• 1. Worked on YOLO-R and DeepSORT for Object Detection and Tracking a Drone in a video on Google Colab Pro with 18000 Images and an AP50 test of 94%.
• 2. Finetuned ResNet, DenseNet, EfficientNet, NasNetlarge, VGG-16, InceptionResNet-v2, and Xception models for Image Classification, from TensorflowHub and Keras Application. Observed various accuracies and did inferencing on them.
• 3. Finetuned ResNet, DenseNet, EfficientNet, NasNetlarge, VGG-16 and InceptionResNet-v2 models for Image Classification, from TensorflowHub and Keras Application. Achieved 87% test accuracy on NASNetLarge for total 75000 Images.
• 4. Deployed Deep Learning-based solution for Crop Disease and Bug Identification, achieving 87% classification accuracy using TensorFlow and advanced CNN models.

Jan 2020 – Aug 2020 · 7 mos · Pune Area, India · On-site

• Altizon Inc. provides SaaS services synthesizing industrial data into actionable insights, driving enhanced productivity, optimized processes and efficient operations by leveraging advanced analytics, Deep Learning and conversational AI.
• 1. Basic Overview of IoT, data extraction through sensors, data simulation for a machine, Data Processing and Data Analysis.
• 2. Implemented data pipelines for manufacturing plants, alongside dashboards for real-time data reporting and analysis, boosting overall operational efficiency and product quality.

May 2019 – Jul 2019 · 2 mos · Udaipur Area, India · On-site

• JK Tyre Industries Pvt Ltd- A leading tyre manufacturer, leverages AI, Machine Learning, and Deep Learning to enhance predictive maintenance and optimize operations, aiming for innovation and efficiency in the automotive industry.
• 1. Spearheaded a project on multiclass classification of tyre images using Convolutional Neural Networks (CNN). Experimented with SOTA classification models on a 50,000-image dataset in TensorFlow, significantly enhancing tire condition assessment and optimizing the ordering process.
• 2. Gained comprehensive insights into the data requirements necessary for implementing scalable machine learning applications, and efficiently managed SQL database to support these solutions.

May 2018 – Jun 2018 · 1 mo · Jaipur Area, India · On-site

• AGN Hub Tech and IT Solutions - They provide "cutting- edge" solutions that deliver competitive advantage to their valued clients and specialise in software product and technology.
• 1. Engineered Facial Recognition Technology (FRT) based attendance system for primary school Teachers as an intern, achieving an AUC-ROC score of 88+ and ensuring accurate reporting.
• 2. Exhibited Customer Obsession by actively gathering feedback from teachers and administrators, iterating on the system to meet their needs, and enhancing user satisfaction.

May 2017 – Jul 2017 · 2 mos · Jaipur Area, India · On-site

• Samyak Infotech Pvt Ltd. provides end-to-end IT solutions and consulting services to help the organizations build strategies and solve complex problems.
• 1. Gained hands-on experience with Python and its libraries, including NumPy, Pandas, Matplotlib, Seaborn, and SQL.
• 2. Explored Machine Learning by implementing algorithms like XGBoost, SVM, and Random Forest using Scikit-Learn in Python.
• 3. Leveraged Deep Learning frameworks such as PyTorch and TensorFlow.
• 4. Executed Restaurant Reviews Sentiment Analysis using Natural Language Processing (NLP).
• 5. Engineered Bank Customer Churn Rate Modelling using ANN in TensorFlow and Python.