• On the professional front, an experienced Analytics Professional adept at deploying ML/DL framework and optimizing basic/convolutional neural networks, with demonstrated expertise in NLP, unsupervised learning and predictive analytics to execute projects
• I am also a freelance Web-Developer and love teaching Python programming in my spare time.
Experience
Ernst & Young
Senior Consultant - Analytics (Full time)
14 Feb 2022 - Current
Aptara
Data Scientist (Full time)
12 Dec 2019 - 23 Dec 2021
Working on NLP (text context) based use-cases . My responsibilities include transforming natural language data into useful features, develop NLP systems according to requirements, train the developed models and performing evaluation experiments.
Decimal Technologies
Data Scientist (Full time)
1 Aug 2019 - 10 Dec 2019
* Applied constraint programming and machine learning for Lead Management System
* Worked on Voice-bot assistant by applying NLP and Rasa open source.
* End to End implementation of workflow engine using Python programming
* Also received Man of Match award in Decimal Premier League Cricket match.
Growth and Insights Consultancy
Freelance Web Developer (Freelance)
1 Dec 2017 - 31 Jan 2018
Fidelity Investments
Analyst Programmer | Python Trainer (Full time)
1 Nov 2017 - 30 Jun 2019
* Nominated by ETC-Learning program to teach Python at Fidelity International.
* Certified Technology Trainer at Fidelity International, India.
* Delivered hands-on sessions/workshops to 300+ people on Advanced Python programming and Machine Learning Concepts.
Analyst Programmer (Full time)
1 Aug 2016 - 30 Jun 2019
* Developed Holistic View of Feedbacks, a business solution to enhance Customer Experience by implementing ML & NLP on feedbacks that has been collated from multiple channels.
* Built an Anomaly detection, unsupervised model for response times of microservices.
* Build a supervised model to classify customer feedback into multiple categories. And routed the feedbacks to the responsible teams accordingly.
* Implemented LSTM for prototyping the Voice-bot engine for Talk2me team at CX cup event
* Created a dynamic e-newsletter using JavaScript, HTML & CSS.
* Created a website, Data-Miner to display the fetched JSON response from the I-Series DB2.
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Education
Netaji Subhas Institute of Technology, Delhi
Bachelor of Technology (B.Tech), Computer Science2016
Skills
Data Science and AI
Coding / Programming
Microsoft Office Suite
Analytical Skills
Business Analytics
Team Player / Team Management
Accomplishments
Projects
RL-Quadcopter-2
Completion Date :Dec 2018
Designed an agent to fly a quadcopter, and then trained it using a reinforcement learning algorithm.
* This project was part of Machine Learning - Advanced Nanodegree program at Udacity
Dog-Breed-Classifier
Completion Date :Oct 2018
Built an algorithm to identify canine breed given an image of a dog. If given image of a human, the algorithm identifies a resembling dog breed.
* This project was part of Machine Learning - Advanced Nanodegree program at Udacity
Holistic View of Feedbacks!
Completion Date :Jul 2018
Mentored summer trainees to develop business solutions related to Customer experience by applying Machine Learning and Natural Language Processing.
Finding Donor
Completion Date :Jul 2018
* Investigated factors that affect the likelihood of charity donations being made based on real census data. Developed a naive classifier to compare testing results to. Trained and tested several supervised machine learning models on preprocessed census data to predict the likelihood of donations. Select...Expand
Customer Segments
Completion Date :Jul 2018
* Reviewed unstructured data to understand the patterns and natural categories that the data fits into. Used multiple algorithms and both empirically and theoretically compared and contrasted their results. Made predictions about the natural categories of multiple types in a dataset, then checked thes...Expand
Publications
CRACKED CRICKET PITCH ANALYSIS (CCPA) USING IMAGE PROCESSING AND MACHINE LEARNING
Publication Date :Jul 2019
Effectiveness of Swarm Intelligence for Handling Fault‐Tolerant Routing Problem in IoT
Publication Date :Dec 2020
Languages
English
Hindi
About
• On the professional front, an experienced Analytics Professional adept at deploying ML/DL framework and optimizing basic/convolutional neural networks, with demonstrated expertise in NLP, unsupervised learning and predictive analytics to execute projects
• I am also a freelance Web-Developer and love teaching Python programming in my spare time.