Nikhil Mane

Nikhil Mane Email and Phone Number

Lead Data Scientist at ThoughtWorks | Machine Learning | Deep Learning | AI @ ThoughtWorks
chicago, illinois, united states
Nikhil Mane's Location
Pune, Maharashtra, India, India
Nikhil Mane's Contact Details
About Nikhil Mane

OVERVIEW:• 10+ years of rich experience in Data Science and Analytics.• Good Hands-on experience with Deep Learning models like Auto-encoders, VAE,RNN, CNN & LSTMs with PyTorch.• Good understanding of Traditional Machine Learning models like Decision Trees, Random Forest, XGBoost, Light GBM, SVM, Logistic Regression, Linear Regression, PCA etc. & Model Evaluation, Tuning and Testing with Python, Scikit-learn, Numpy & Pandas. • Worked on Supervised, Unsupervised as well as Generative Models for Classification, Regression and Recommendation tasks.• Predictive Analytics, Sentiment Analytics, Time Series Forecasting, Python, R, KNIME, , H20.ai, Data Wrangling, Statistics, MySQL, VBA, Unix • Deep Learning frameworks - Pytorch, Keras• Deep Learning architectures - FCNN, CNN, RNN, Autoencoders, VAE• Cloud - GCP, BigQuery, Gstorage• ‘Machine learning” Certification by Stanford-Online (Coursera).• Telecom domain expertise in Radio network engineering.

Nikhil Mane's Current Company Details
ThoughtWorks

Thoughtworks

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Lead Data Scientist at ThoughtWorks | Machine Learning | Deep Learning | AI
chicago, illinois, united states
Website:
thoughtworks.com
Employees:
7338
Nikhil Mane Work Experience Details
  • Thoughtworks
    Lead Data Scientist
    Thoughtworks Mar 2019 - Present
    Pune, Maharashtra, India
  • Sears Holdings India
    Data Scientist
    Sears Holdings India Apr 2018 - Mar 2019
    Pune Area, India
    - Worked on deep recommender system using autoencoders in Pytorch framework for retail domain- Revamped of member propensity modules from light GBM to deep neural networks.- Retail Churn predictions using Recurrent Neural Networks in Pytorch framework
  • Tech Mahindra
    Lead- Network Analytics Services
    Tech Mahindra Apr 2016 - Apr 2018
    Pune, Maharashtra, India
    - Developed various Machine Learning Modules for Predictive Analytics, Forecasting, social media Sentiment Analytics, Dimensionality reduction(for visualization)-Machine learning, Predictive Analytics, Sentiment Analytics, Time Series Forecasting, R, KNIME, Python, H20.ai, Data Wrangling, Statistics, Python , NLP- Involved in entire life cycle of the platform from conceptualization, requirement gathering, development and implementation. - Responsible for end to end data mining… Show more - Developed various Machine Learning Modules for Predictive Analytics, Forecasting, social media Sentiment Analytics, Dimensionality reduction(for visualization)-Machine learning, Predictive Analytics, Sentiment Analytics, Time Series Forecasting, R, KNIME, Python, H20.ai, Data Wrangling, Statistics, Python , NLP- Involved in entire life cycle of the platform from conceptualization, requirement gathering, development and implementation. - Responsible for end to end data mining, machine learning pipelines design for the platform. Show less
  • Ericsson
    Senior Engineer - Network Engineering
    Ericsson Mar 2010 - Apr 2016
    Bangalore
    In my data analytics experience, I was part of automation team responsible to automate various workflows/processes in the various teams across the organizationIn RF experience, I have been leading various optimization, planning, capacity, design and modifications initiatives for various technologies like LTE (FDD/TDD), LTE--A, CDMA, EVDO in multi-vendor environment for Sprint (USA)•Member of National strategy team: Worked for preparing strategy for National level CDMA %drop… Show more In my data analytics experience, I was part of automation team responsible to automate various workflows/processes in the various teams across the organizationIn RF experience, I have been leading various optimization, planning, capacity, design and modifications initiatives for various technologies like LTE (FDD/TDD), LTE--A, CDMA, EVDO in multi-vendor environment for Sprint (USA)•Member of National strategy team: Worked for preparing strategy for National level CDMA %drop KPI improvement and co-ordination between various organs to work in syncTools: •Planning and Optimization Tools – SAMB, WPS(ALU LTE), NETACT(NSN LTE), LSM(Samsung LTE),OMP(ALU CDMA), BSM(Samsung CDMA), OMC-RAN(ALU EVDO).•PM Tools – Cockpit, NETACT, NPO, Flux Netwatch Live, Reveal, Falcon, Rop filter•NL Tuning Tools – DO-NL, iTune-NL, RFISS, HOMAX data.•Drive Test Analysis – Nemo Windcatcher, Mapinfo, Map Window, Google Earth Show less
  • Honeywell
    Project Sales Intern
    Honeywell Dec 2009 - Mar 2010
    sales department, worked on various projects of Delhi Metro Rail Corp(DMRC) regarding security systems like CCTV surveillance, Fire alarm systems & Access control.

Nikhil Mane Skills

Machine Learning Data Analytics Predictive Analytics Nlp Radio Frequency Optimization Ip R Mysql Lte Vba Unix C Team Management Knime H2o.ai Pca Lte Advance Evdo Cdma 1x Self Optimizing Networks Mapinfo Nsn

Nikhil Mane Education Details

Frequently Asked Questions about Nikhil Mane

What company does Nikhil Mane work for?

Nikhil Mane works for Thoughtworks

What is Nikhil Mane's role at the current company?

Nikhil Mane's current role is Lead Data Scientist at ThoughtWorks | Machine Learning | Deep Learning | AI.

What is Nikhil Mane's email address?

Nikhil Mane's email address is ni****@****dra.com

What schools did Nikhil Mane attend?

Nikhil Mane attended Savitribai Phule Pune University.

What are some of Nikhil Mane's interests?

Nikhil Mane has interest in Social Services, Children, Civil Rights And Social Action, Education, Human Rights.

What skills is Nikhil Mane known for?

Nikhil Mane has skills like Machine Learning, Data Analytics, Predictive Analytics, Nlp, Radio Frequency, Optimization, Ip, R, Mysql, Lte, Vba, Unix.

Who are Nikhil Mane's colleagues?

Nikhil Mane's colleagues are Shivani Ganimukkula, Márcia Valéria, Carolyn Le Bihan, Sirui Y., Harsha Kiran, Thaísa Werner, Anuhya Sabbani.

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