ashutosh singh
Machine Learning Consultant at Dell Technologies
machine learning consultant dell technology
data scientist utilizes new research mathematics machine learning solve business problem . currently working ai inference engine edge deployment , improving user experience machine learning . current role requires learn move fast enjoy learning new concept skill , also biggest strength . looking forward new exciting problem ! check side project http : //github.com/asinghh
Dell Technologies
https://www.linkedin.com/company/delltechnologies
● Utilizing telemetry data to improve user experience through machine learning models.
● Generating up sell opportunities through data driven recommendation systems.
● Leading a team of three in research and development of new ML products.
Round Rock, Texas, United States
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Machine Learning Consultant
Dell Technologies
https://www.linkedin.com/company/delltechnologies
● Developing/Evaluating AI technologies for new service offerings, enabling Data Scientists, and improving internal processes. Created Intellectual property for Dell.
● University engagement through campus recruitment, capstone projects and summer internship programs.
● Researching cloud native technologies, cloud service offerings and Graph Databases.
Round Rock, Texas, United States
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Research Scientist
Dell
https://www.linkedin.com/company/delltechnologies
● Collaborated with teams across the Client CTO's Organization and Services Organization to create an end to end solution for monitoring health of Hard Drives.
● Developed an LSTM model to predict failure using telemetry data from XML files. Achieved an accuracy of 81 percent.
Austin, Texas
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Software Engineering Intern
The University of Texas at Austin
https://www.linkedin.com/company/theuniversityoftexasataustin-
● Conducted classes for Supplemental Instructions in Vector Algebra and Differential Equations.
● Curated course material, conducted office hours, and evaluated 2 batches of 15 students.
Austin, Texas Area
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Graduate Teaching Assistant
Mahindra Reva Electric Vehicles Ltd.
https://www.linkedin.com/company/mahindra-electric-mobility-limited
● Supervised a team of three people responsible for instrumentation, collection, cleaning, analysis and reporting of Telemetry and GPS data collected from tests and customer trials.
● Developed a python framework for automating calculation of durability and performance
parameters, specific to electric vehicles.
● Reduced analysis time of each data set by 15 minutes. Received a Spot Award for the framework.
Bengaluru Area, India
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Assistant Manager- Data Analyst
Nanodegree Programs
Natural Language Processing 
Deep Reinforcement Learning
Artificial Intelligence
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Udacity
https://www.linkedin.com/school/udacity/
Master’s Degree
Master of Science in Operations Research and Industrial Engineering
Graduate Portfolio in Applied Statistical Modeling
Operations Research and Industrial Engineering 
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Cockrell School of Engineering, The University of Texas at Austin
https://www.linkedin.com/school/cockrell-school-of-engineering-the-university-of-texas-at-austin/
Bachelor of Technology - BTech
Bachelor of Technology in Mechanical and Automation Engineering.
Mechanical & Automation Engineering 
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Delhi College of Engineering
https://www.linkedin.com/school/delhi-college-of-engineering/
Received scholarship for the Edge AI course offered by Intel
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Intel Edge AI Scholarship
Received the spot award for reducing the analysis time for each dataset by 15 minutes.
Mahindra Reva Electric Vehicles Pvt Ltd
Spot Award
Applied Probability
ORI 390R
Decision Analysis
ORI 397
Design and Analysis of Experiments
SDS 384
Introduction to Statistical Learning
SDS 385
Linear Programming
ORI 391Q
Markov Decision Processes
ORI 390R.16
Mathematical Statistics for Applications
STA 380-10
Systems Simulation
ORI 390R.9
Deep Learning
UD730
Introduction to Hadoop and MapReduce
UD617
Introduction to Relational Databases
UD197
Wrote a package to fit Neural Network models with varying layer sizes. Have encoded options for Sigmoid and Relu activation layers. Tested the code by fitting models to MNIST and notMNIST datasets. We intend to modify the code to add options for Convolutions and Max/Average Pooling.
Package for fitting Neural Network Models
https://github.com/ASinghh/Neural_Network_Package
Wrote functions in python to fit linear models to datasets using Gradient Descent, Stochastic Gradient Descent, Newton’s Method, Quasi Newton Method and Alternating Direction Method of Multipliers. Performed comparisons between various methods and incorporated exponentially decaying step size. Wrote a function for determining step size using line search. Tested the functions by fitting logistic regression model to Diabetes classification dataset.  ADMM and Quasi Newton's Method outperformed other methods for the specific dataset.

Find my project here,
Gradient Based Optimizers to Fit Linear Models
https://github.com/ASinghh/Gradient_based_optimizers
Created a chat bot based on the Seq-to-Seq model. Used TensorFlow and Python to,
1. clean and per-process the Cornell University's Movie Dialogue Corpus ,
2. create a dictionary and reduce the vocabulary size,
3. create a Bag of Words Embedding,
4. write a training-batch generation function,
5. write the Seq-to-Seq model and
5. an interpretation function. 

Find my work here,
Chat Bot
https://github.com/ASinghh/Chatbot
Developed a solution for calculating efficiency of the Regenerative Breaking System and motor performance using IEMS (Intelligent Electronic Management System) Data.
1. Converted the electric current drawn by the motor to analog data using Agilent Data Modules.
2. Calculated the energy lost in breaking using IEMS speed and position data.
3. Calculated the total energy generated by motor during regenerative breaking.
4. Used the above estimated parameters to calculate regeneration and motor efficiency.
Python framework for calculating performance parameters of  Electric Vehicles
Social Services
Stop Acid Attack
Organized events to spread awareness about acid attacks and there impact on the victims.
Helped in rehabilitation of acid attack survivors.
Volunteer and Activist
Udacity
confirm.udacity.com
QUFEE4M
Deep Reinforcement Learning
https://confirm.udacity.com/QUFEE4M
Udacity
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NQC745Q5
Natural Language Processing
https://confirm.udacity.com/NQC74SQ5
PADI
19020F5210
Open Water Diver
Atal Bihari Vajpayee Institute of Mountaineering and Allied Sports, Manali, Himachal Pradesh
11136
Advance Mountaineering Certification
Jawahar Institute of Mountaineering & Winter Sports, Pahalgam, Jammu and Kashmir
002466
Basic Mountaineering Certification
https://www.linkedin.com/in/angelayen
Austin, TX
Angela Yen
Product Marketing at Dell Technologies
https://www.linkedin.com/in/michael-shepherd-1a19872
Round Rock, TX
Michael Shepherd
Sr Distinguished Engineer | Chief Technology Office
https://www.linkedin.com/in/renuka-bhalerao-productmgmt
San Diego, CA
Renuka Bhalerao
Connectivity Ecosystem Programs at Meta (Facebook)
https://www.linkedin.com/in/catherine-sbeglia-nin-23928990
Madison, WI
Catherine Sbeglia Nin
Managing Editor at Arden Media
https://www.linkedin.com/in/jillian-kaplan
Greater Boston
Jillian Kaplan
5G Thought Leader | TechToker | Focused on Action | The Power of Technology for Good | Women in Technology Activist | Believer in Giving Back | Proud Working Mom |
https://in.linkedin.com/in/babu-reddy-51a7a1102
Bengaluru
babu reddy
ETL test lead at L&T Technology Services Limited
https://www.linkedin.com/in/gilbertpalermo
Chicago, IL
Gilbert Palermo
Post-Sales System Engineer
https://ec.linkedin.com/in/raoul-wallenberg-097bb286
Ecuador
Raoul Wallenberg
principal at raoul wallenberg school
https://www.linkedin.com/in/faith-franz-25b532210
Kansas City Metropolitan Area
Faith Franz
Actuarial Science Student at University of Central Missouri
https://www.linkedin.com/in/lamylairman
Washington DC-Baltimore Area
Lamyl H. Hammoudi
Commercial pilot
https://www.linkedin.com/in/chhandomay
Greater Boston
Chhandomay Mandal
Director, Solutions Marketing, Infrastructure Solutions Group at Dell Technologies
https://www.linkedin.com/in/goziechi-nwabeke-mba-59607b12a
Austin, TX
Goziechi Nwabeke, MBA
Product Marketing at Dell Technologies
https://www.linkedin.com/in/shrey-satpathy-99a66158
San Francisco Bay Area
Shrey Satpathy
Technical Trainer @ C3 AI
https://in.linkedin.com/in/dikshya-choudhury-81ba83230
New Delhi
Dikshya Choudhury
BCA student at Amity University | C | C++ | Java | Python | PL/SQL
https://sg.linkedin.com/in/vaisakh-g-krishnan
Serangoon
Vaisakh G Krishnan
In a parsuit of self discovery
https://www.linkedin.com/in/sriram-sankaran-b13a35
Fremont, CA
Sriram Sankaran
Engineering Leader, eCommerce - Subscription Lifecycle
https://www.linkedin.com/in/devin-greene-b12bbb17b
Cleveland, OH
Devin Greene
Talent Acquisition at AMS for Bank of America
https://www.linkedin.com/in/jessicatysu
Palo Alto, CA
Jessica Su
Senior Software Engineer at Roblox
https://www.linkedin.com/in/anna-mengjie-yu-0b4a5929
Greater Seattle Area
Anna Mengjie Yu
Research Scientist at Meta
Shubham Singh
      
          



            
              
        
              
  

    
        Ashutosh mentored me during my summer internship at Dell Services AI Research Lab, where I was working on a Deep Reinforcement Learning Load Balancer for data centers. His expertise in Reinforcement Learning enabled me to quickly learn and formulate the problem, leading to a successful project. His project planning was impressive. Subsequent stages of the project were laid out in advance, while allowing creative freedom to constantly work on new ideas. I was impressed with his leadership style which provides a correct balance of guidance and independence for the team members. He earns my highest recommendation as a researcher, and even more so as a technical leader. Landon Chambers
      
          



            
              
        
              
  

    
        Throughout his two internships, Ashutosh exceeded expectations for a graduate intern. While balancing academic obligations, he responsibly communicated project progress and obstacles. As a self-motivated individual, he personally tackled complex and difficult problems that significantly benefited the team. Specifically, the work included delivery of advanced mathematical models written in Python programming language on a massive amount of sensor data. He guided interviews of necessary subject matter experts at Dell required for project work and business context. His demeanor was approachable, civil, and positive. He became well-acquainted with many Dell team members who spoke highly of their experience working with him.  His work and reputation earned him a full-time job offer at Dell following his internship. I am happy to now be working with him in a full-time capacity.
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Hiring Sr Applied Scientist with experience working in ranking, contextual understanding, search & personalization domain applying ML to improve…
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No one can build #5G alone. Partners are key to the success of #Remarkable5G and ensuring that #CSPs can deploy end-to-end solutions. Paul Norkus…
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5G
https://in.linkedin.com/in/ashutosh-singh-84783839
Pune
Ashutosh Singh
Beverage Manager at Della Adventure & Resorts Pvt Ltd
https://nl.linkedin.com/in/singhashutosh2
Amstelveen
Ashutosh Singh
Sr IT Architect | HealthCare | Lifescience | Pharmaceuticals
https://in.linkedin.com/in/ashutosh-singh-5736a6a2
Kanpur
Ashutosh Singh
Deputy Registrar (Academic & Compliances)
https://in.linkedin.com/in/ashutosh-singh-68034939
Delhi, India
Ashutosh singh
Senior Executive - RPM at Ipsos
https://in.linkedin.com/in/ashutosh-singh-00566355
Bengaluru
Ashutosh Singh
Validation | CSV | CSA| QMS | Quality
Blockchain, Cloud, Data Science and BigData Analytics
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Data Scientist Jobs
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Austin Data Community - Data Science & Engineering, Machine Learning, Analytics, Graph, NLP, DataOps
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Sentiment Analysis
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Python Developers Community (moderated)
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Jobs / Careers in Big Data / Hadoop / Data Science / Analytics / Machine Learning / Deep Learning
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Tableau Enthusiasts
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Engineering Talks
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Mechanical Engineering Forum
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Data Mining, Statistics, Big Data, Data Visualization, AI, Machine Learning, and Data Science
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