Akshit Kotian
Data Scientist
3 yrs 6 mos
Data Science Intern
Shyena Tech Yarns
Immediate
Atharva College of Engineering
Skills
3 - 5 yrs
.NETCore
ACID
ASP.NET
Bootstrap
C#
JavaScript
MS SQL
MySQL
Transaction
1 - 3 yrs
AdaBoost
AUC - ROC
Back-Propagation
Beautiful Soup
Boosting
Bootstrapping
Chi-squared Automatic Interaction Detection (CHAID)
Classification and Regression Tree (CART)
Classification Techniques
Computer Vision
Confusion Matrix
Convolutional Neural Network (CNN)
Decision Stump
Ensemble Methods
Gini Coefficient
Git
Gradient Boosted Regression Trees (GBRT)
Gradient Boosting Machines (GBM)
Hierarchical Clustering
Hypothesis Testing
Image Processing
K-fold Cross-Validation
k-Means
k-Medians
Leave-One-Out Cross-Validation
Linear Regression
Logistic Regression
ML Model Deployment
Non-linear Models
NumPy
pandas
Perceptron
Plot.ly
Python
Random Forest
Random Sub-sampling
Root Mean Squared Error
Salesforce CRM
SAP ERP
SAP HANA
scikit-learn
SciPy
Scrapy
Shrinkage
SQL
Statistical Analysis
Support Vector Machines
Tableau
TensorFlow
Tree Based Models
Visual Basic .NET
XGBoost
Career Journey (3 yrs 6 mos)
Data Science Intern
Shyena Tech Yarns
Aug 2020 - Present
6 mos
Description: 
Working on OCR engine for scanned and pdf documents to feed the information for RPA automation tools like UiPath.
OCR Engine for non editable documents
Skills
Python
TensorFlow
Convolutional Neural Network (CNN)
Image Processing
Computer Vision
Company Location
Pune, Mahārāshtra, India
Team Role
Team Member
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Real Time Helmet Detection
Apr 2020 - Apr 2020
1 mo
Description: 
The purpose of this project is to help improve road safety for bikers. The detector uses SSD Object Detection architecture with the speed of 31ms on real-time videos.
Key Learning : Object Detection using Convolution Neural Network models such as Single Shot Detector and ResNet. Also Tensorflow, Tensorboard and Keras Deep learning api
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Customer Segmentation for Automobile Service
Feb 2020 - Mar 2020
1 mo
Description: 
Client is India’s leading chain of multi-brand car workshops with over 335+ workshops present in 267+ towns & 24 states. It has serviced over 10,50,000 cars. The company aims to establish country wide network of over 400 workshops by the end of the year.
Client need customer based recommendation, marketing recommendation, and inventory management recommendation.
Worked on customer recommendation model with churn analysis and life time value of a customer based on Servicing pattern. Developed Interactive visualization plots to show service operations across various regions in India and customer servicing pattern.
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Taxi Trip Duration
Feb 2020 - Feb 2020
1 mo
Description: 
The primary dataset is one released by the NYC Taxi and Limousine Commission, which includes pickup time, geo-coordinates, number of passengers, and several other variables.
Based on different parameters need to build a model that predicts the total ride duration of taxi trips in New York City.
In this notebook, I did study the original data and visualized each feature with python's Interactive Visualization Plot. Then performed data cleaning, feature engineering and outlier detection. Then with PCA tried to reduce the dataset into few important features. Applied Sklearn's Random Forrest Model to find the trip duration. Used Flask to create a web page for predicting new trips duration.
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GreyAtom
Data Scientist
Jul 2019 - Apr 2020
9 mos

With GreyAtom's Data Science Masters Program I have hands on experience with real business use cases. I'm now able to understand the data better and make inferences about the data with various statistical approaches, model building with various supervised and unsupervised learning methods and deploying models to AWS Cloud Services. With Specialization in Computer Vision with deep learning I can now work on image classification and anomaly detection.
Skills
Gini Coefficient
K-fold Cross-Validation
Leave-One-Out Cross-Validation
Random Sub-sampling
Root Mean Squared Error
Python
Linear Regression
Logistic Regression
Statistical Analysis
Back-Propagation
Perceptron
k-Means
k-Medians
Computer Vision
Hypothesis Testing
Hierarchical Clustering
Beautiful Soup
Scrapy
Plot.ly
Tableau
Chi-squared Automatic Interaction Detection (CHAID)
Classification and Regression Tree (CART)
Decision Stump
Convolutional Neural Network (CNN)
AdaBoost
Boosting
Gradient Boosted Regression Trees (GBRT)
Gradient Boosting Machines (GBM)
Random Forest
ML Model Deployment
NumPy
pandas
scikit-learn
SciPy
TensorFlow
XGBoost
Classification Techniques
Ensemble Methods
Non-linear Models
Shrinkage
Support Vector Machines
Tree Based Models
AUC - ROC
Bootstrapping
Confusion Matrix
Course
Data Science Masters Program
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Senior RPA Developer
Innowise LLC
Jul 2018 - Jun 2019
11 mos
Description: 
Analyse and recommend RPA Process that can improve work efficiency for clients.
Design workflow and Communicate with SME of the Project.
Develop, test and deploy models and maintain SDD for the project.
Handle Project as Team Leader with team strength of 6 and Coordinate with Stake Holders for timely completion of projects.
Skills
C#
Salesforce CRM
Visual Basic .NET
Git
.NETCore
JavaScript
SAP HANA
SAP ERP
SQL
Company Stage
Early
Company Type
Service
Company Size
51-200
Company Location
Pune, Mahārāshtra, India
Team Role
Team Member
Team Size
6
B2B/B2C
Consumer (B2C), Business (B2B)
Sector Learning
Automotive, Medical Equipment and Devices, Pharmaceuticals, Software
Switch Reasons (1)
Change of strategy/roadmap
I enjoyed 1 year as an RPA developer at Innowise but I wanted to work in a field with mathematical domain and Data science seemed to be right option, but unfortunately, I couldn't work in those projects due to lack of knowledge in Machine Learning domain. Due to this, I wanted to upskill and so quit my job to come back to my hometown.
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Senior Systems Engineer
Infosys Ltd.
Nov 2015 - Jul 2018
2 yrs 7 mos
Description: 
Design and develop web based applications for Infosys Financial Team.
Develop and Support Database Migration.
Develop and Deploy RPA projects for Clients in Logistic, Telcom and Retail domain.
Communicate with Stake Holders and Develop as per change request.
Skills
C#
Transaction
.NETCore
MySQL
JavaScript
MS SQL
Bootstrap
ACID
ASP.NET
Company Stage
Fortune 1000
Company Type
Service
Company Size
10,001+
Company Location
Mysore, Karnātaka, India
Team Role
Team Member
Team Size
8
B2B/B2C
Internal, Consumer (B2C)
Sector Learning
Telecom, Logistics, Retail
Switch Reasons (1)
Wanted new challenges
Wanted to work more on RPA projects.
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Atharva College of Engineering
B.E in Electronics and Telecommunication
Jul 2011 - Jun 2015
3 yrs 11 mos

During my B.E, I got to learn about new topics which were not in our curriculum, such as robotics and industrial automation tool designing. I have participated actively for many college events and charity programs.
Specialization
Degree: B.E in Electronics and Telecommunication
Showcases
Atharva College of Engineering
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More
Certificates (6)
Neural Networks and Deep LearningImproving Deep Neural Networks: Hyperparameter tuning, Regularization and OptimizationStructuring Machine Learning ProjectsConvolutional Neural NetworksMathematics for Machine Learning: Linear AlgebraIntroduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
Languages (1)
English
Personality
Success Statement
I am motivated by Knowledge and Practicality, I work in Steady and Decisive ways, and my ideal work allows forPredictability and New Solutions
Life Priority
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Achievement
Setting doable goals and accomplishing then can meet the need for achievement. Longer-term assignments can be broken into milestones to help create the desired sense of progress.
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Competitiveness
Experiencing a sense of victory is important and can be found in a variety of places.Seeking our work situations where performance is measured against objective standards (selling, fundraising, etc.) can fuel a winning drive.
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Adventure
Quite a variety of work experiences can bring a sense of challenge and adventure. Taking calculated risks in the job get adrenaline pumping.