Ashutosh Raj Email & Phone Number

Bengaluru, Karnataka, India

India

⦿ Reduced latency and refined the search result by developing the pipeline which can search all the keywords related to CRM, journal, and asset hierarchy data content. Key features implemented were Indexing results based upon relevancy, auto-complete, and autocorrect features based on the corpus. ⦿ Actively involved in initial research, exploration efforts for feature engineering, and developed pipeline which supports multiple analytics applications such as ammonia influent/effluent… Show more ⦿ Reduced latency and refined the search result by developing the pipeline which can search all the keywords related to CRM, journal, and asset hierarchy data content. Key features implemented were Indexing results based upon relevancy, auto-complete, and autocorrect features based on the corpus. ⦿ Actively involved in initial research, exploration efforts for feature engineering, and developed pipeline which supports multiple analytics applications such as ammonia influent/effluent prediction, Oxygen blower optimization, Impeller Failure Prediction/Classification using a hybrid approach of LSTM algorithms and deterministic formulas. and creating algorithms. ⦿ Performed comprehensive Regression analysis between casting data and wall thickness. This included data exploration, variable selection, variable importance, feature engineering (collaborated with SME), modeling, and result analysis. Created a report on the parameters that contributed to the rejection of airfoils. Delivered models based on the constraints, tradeoffs, and requirements. ⦿ Owned the pipeline creation for Asset Residual Life and created production-ready code. Carried out comprehensive research and study on the Condenser data. Concluded with evidence that condenser data has inherent linear health degradation. Under the prescriptive analytics effort, we reviewed and added the health zoning technique to the ARL health curve using the MARS algorithm. Collaborated and researched Op-mode filtering using hierarchical clustering, PCA, and Mahalanobis distance. ⦿ Created a recommender system for the cases alerts and solutions based upon past journal data using Latent Semantic Indexing and custom TF-IDF algorithms, created and implemented a novel approach named Selective Auto Regressive using Mahalanobis distance and z-score with a regression model. ⦿ Developed automated model management module for "bring your own" approach, logging experiments, validations, detailed results summary, and accuracy. Show less

Bengaluru Area, India

Corporate Technology Office Drones Incubation Lab⦿ Worked on ML-based pattern recognition to detect, segment, and recognize human faces and objects from still images and videos. ⦿ Worked on Scene Text Detection. Learned to optimize Deep Learning models to deploy on the Edge Devices.⦿ Created an algorithm for digital video stabilization and image alignment to reduce camera ego-motion from the video feed of moving objects like drones. ⦿ Improved customer experience for… Show more Corporate Technology Office Drones Incubation Lab⦿ Worked on ML-based pattern recognition to detect, segment, and recognize human faces and objects from still images and videos. ⦿ Worked on Scene Text Detection. Learned to optimize Deep Learning models to deploy on the Edge Devices.⦿ Created an algorithm for digital video stabilization and image alignment to reduce camera ego-motion from the video feed of moving objects like drones. ⦿ Improved customer experience for security systems using face authentication algorithms. ⦿ Worked on prediction and anomaly detection algorithms from business-critical time-series data to generate visual insights. ⦿ Created CI/CD pipeline with automated performance testing and memory profiling for ML-based algorithms. Show less

Sahibabad

Completed training on "RADAR TRANSMITTER" with excellent performance.

Ghaziabad, Uttar Pradesh

Developed & deployed the project on Video Surveillance and SpyBot. Github link for Video Surveillance: https://github.com/ashutoshraj/CameraSurveillance

Master Of Science - Ms, Analytics, 3.61

B.Tech, Electronics And Communications Engineering, 4.00 / 4.00 ( Wes Evaluation Gpa )

12Th, Maths Stream

Activities and Societies: ⦿ ‘National Science Olympiad Foundation’, Gold Medal, 2008 & 2009, ⦿ Participated in State Level Badminton.