“Manish has good grasping power, ability to function independently for decision making with limited guidance and always had clear communication with client. There were many instance of his critical thinking and decision making, one best can cite was data load failure due to functionality change by client, in short span of time to prevent production downtime he came with set of JCL codes for data loading in system. Considering all the requirements of business, for such a quick, innovative and accurate response, he received appreciation from client manager. In order to achieve his career aspiration, he also learnt Hadoop, HTML5, Business analytics during the course of his project and also worked on SAS programming, SQL. He worked on automating and avoided manual efforts, which helped us in averting data loss and repetition of scenario. He also held the responsibility of projects quality, where he maintained the process of documents and user manuals for the application, along with customer feedback to avoid escalation. With great professional record, he mentored new trainees in our project and resulted in smooth and quick on boarding of them without impacting his personal productivity.”
About
As a Senior Data Scientist at Deloitte, Manish applies his expertise in time series…
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Don't Miss Out on our latest podcast episode of "ProjectPro Industry Talks" featuring industry expert Rajdeep Arora. Learn about the practical…
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Experience
Education
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The University of Texas at Dallas
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Activities and Societies: EnVision, Indian Student Association
Sign Language Interpreter (UNT Hackathon Winner) | Deep Learning, TensorFlow, Keras, OpenCV
• Developed tool to help 70 million people suffering from hearing disability by converting sign language into words
• Trained a convolutional neural network to predict ASL hand gestures in live video feed with an accuracy of 96.2%
Identify Diabetic Patient Readmission | Machine Learning, Scikit-Learn, Pandas, Numpy, Seaborn
• Performed Classification to identify which diabetic patient…Sign Language Interpreter (UNT Hackathon Winner) | Deep Learning, TensorFlow, Keras, OpenCV
• Developed tool to help 70 million people suffering from hearing disability by converting sign language into words
• Trained a convolutional neural network to predict ASL hand gestures in live video feed with an accuracy of 96.2%
Identify Diabetic Patient Readmission | Machine Learning, Scikit-Learn, Pandas, Numpy, Seaborn
• Performed Classification to identify which diabetic patient will be readmitted within next 30 days after discharge
• Cleansed and modified live data of 130 hospitals to build Machine Learning model and obtain statistical insights
Air Passengers Time Series Analysis | Forecasting, ARIMA, Statsmodels, Matplotlib, ACF and PACF
• Forecasted number of air passengers using ARIMA model and Dickey-Fuller test in python for next 10 years
• Deployed using Flask and on basis number of months as user input forecast number of passengers for airlines -
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Activities and Societies: Treasurer, IETE VCET | Sports Coordinator, VCET | Placement Coordinator, VCET
Projects :
Human Identification using Ear, VCET (Felicitated 2nd Prize in National Project Showcase)
• Developed application which shows eligibility of using ears as a reliable biometric for human identification and provided best accuracy using Log Gabor filter for Image Processing in MATLAB
Color Sensing Robot in MATLAB, VCET (Awarded 2nd Prize in National Project Showcase)
• Implemented program in MATLAB for industrial applications such as controlling heavy load…Projects :
Human Identification using Ear, VCET (Felicitated 2nd Prize in National Project Showcase)
• Developed application which shows eligibility of using ears as a reliable biometric for human identification and provided best accuracy using Log Gabor filter for Image Processing in MATLAB
Color Sensing Robot in MATLAB, VCET (Awarded 2nd Prize in National Project Showcase)
• Implemented program in MATLAB for industrial applications such as controlling heavy load lifting machines with some object of a specific color in your hand, moving of robots in constrained areas
Licenses & Certifications
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Prompt Engineering using PaLM
Google Cloud Skills Boost
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Applying AI principles with Google Cloud
Google Cloud Skills Boost
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Generative AI Fundamentals
Google Cloud Skills Boost
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Introduction to Generative AI
Google Cloud Skills Boost
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Introduction to Large Language Models
Google Cloud Skills Boost
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Mainframe Level 1
International Knowledge Management
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Mainframe Level 2
International Knowledge Management
Courses
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Applied Econometrics & Time Series Analysis
BUAN 6312
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Big Data Analytics
BUAN 6346
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Business Analytics with R
BUAN 6356
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Database Foundations
BUAN 6320
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Machine Learning
BUAN 6341
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Natural Language Processing
BUAN 6V99
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Predictive Analytics using SAS
BUAN 6337
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Prescriptive Analytics
BUAN 6398
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Programming for Data Science
BUAN 6340
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Statistics and Data Analysis
OPRE 6301
Projects
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Sign Language Interpreter
- Present
• Developed tool to help 70 million people suffering from hearing disability by converting sign language into words
• Trained a convolutional neural network to predict ASL hand gestures in live video feed with an accuracy of 96.2%
Tools : Deep Learning, Python, TensorFlow, Keras, OpenCV
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Identify Diabetic Patient Readmission
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Classified the hospital re-admission probability of a DIABETIC patient by using appropriate Data Science techniques such as Feature Engineering and Model Deployment
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UNICEF Mortality rate analysis
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Found Factors Causing Under 5 Mortality, Trend Analysis and Recommendations for Reducing Under-5 Mortality Rate at Country level
Other creatorsSee project -
Air-Passengers-Time-Series-Analysis
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Forecasted number of passengers for next 10 years of airlines using ARIMA model in python
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Fraudulent Firm Identifier
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• Built audit applications to help the auditors by building a classification model that can predict the fraudulent firm
• Designed a model with prediction up to 97.4% using SVM, Decision tree and Random Forest
Tools : Machine Learning, Tableau, Scikit-Learn, NumPy, Pandas, Matplotlib, Graphviz
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Performance evaluation of Diapers
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• Cleansed and modified scanner data of grocery store containing around 6 million rows to build database
• Performed Regression, ANOVA, Hypothesis testing for providing solutions to improve sales of diapers by 17%
Tools : SAS, SQL, R-Studio, Advanced Excel (Macros, PivotTable, VLOOKUP)
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Human Identification using Ear
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• Developed application which shows eligibility of using ears as a reliable biometric for human identification
• Provided best accuracy of 97.2% using Log Gabor filter for Image Processing and built database for 90K+ Images
Tools : MATLAB, SQL, Excel, HTML
Honors & Awards
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WOW Awards
Mary Kay Inc
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IAS Hackathon Winner
Intelligence Analytic Society at UTD
Found Factors Causing Under 5 Mortality, Trend Analysis and Recommendations for Reducing Under-5 Mortality Rate at Country level
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Forbes under 30 Scholar
Forbes
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MLH HackUNT'19 Winner
MLH
Sign Language Interpreter using Deep Learning
• Developed tool to help disable people by converting sign language into words using Image processing, capturing images from live video and Deep learning algorithm, Convolutional Neural Network (CNN) -
Dean's Excellence Scholarship
UTD Dean
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Valuable Performance Award 2017
Larsen & Toubro Infotech
Manish supports 60 applications with no escalations. He quickly gained application knowledge and processes. Apart from taking up complex work, he has always shown readiness to share and help other team members during crisis. His out-of-box thinking with strong technical and quick analytical skills have made him an assest for the team.
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PAT on BACK
Larsen & Toubro Infotech
Manish has been a with the team for last 1+ year and quick learner in the Payroll applications before moving to MFG applications support. His dedication and ease of work and taking lead in support is commendable and has resolved many critical issues in the delivery systems area. He is committed to his work, deliver good quality output and in timely manner. He is flexible and adaptable for any work demand for any part of the day
Languages
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Hindi
Native or bilingual proficiency
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English
Full professional proficiency
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Marathi
Native or bilingual proficiency
Recommendations received
2 people have recommended Manish
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