Lukish Yadav

Data Scientist | Machine Learning Practitioner | Python Developer

Pune, Maharashtra, India

Summary
Django python webframework Deep Learning NLP Machine Learning Python Google Analytics
•3 years of IT industry experience including 2+ years in Predictive Modeling, Machine Learning, Data Mining, Text Mining, Sentiment Analysis across multiple domains (Telecom, Energy and Utilities).
• Expertise in Machine Learning: Logistic Regression, Linear Regression, Decision Tree, Random Forest, Extreme Gradient Boosting, SVM, k-NN, Naive Bayes, Cluster Analysis, Association Rules, Collaborative Filtering, Dimensional Reduction (PCA, LDA) , ANOVA, Descriptive Statistics, Hypothesis Testing, Statistical Inference.
• Knowledge of Deep Learning: Artificial Neural Network, Convolutional Neural Network, Recurrent neural network, Computer Vision
• Experience in Natural Language Processing: Sentiment Analysis, Text Classification, Topic Modelling (LDA), Text Matching
• Extensive working experience in R, Python, Django, Flask, HTML, CSS, nodejs (Express.js), Javascript etc.
Experience

Data Scientist at Accenture

Jun 2015 - Present

1. Developed a Chat-Bot who will be able to give data insights by communicating on functional terms with team members and development planning of chat bot brain to be able to communicate with users not familiar with functional aspect of the project. 2. REST APIs (Get & Post) for data manipulations (pandas & numpy) and Data Science Solutions. 3. Time Series Analysis on Billing Data and Forecasting for year 2018/19. (ARIMA) 4. Linear Regression on Threshold limit to bias the Bill Backlog. 5. K-Mode Clustering to find business rules for cascaded data. 6. Anomalous detection based on 3*Sigma Rule. 7. Logistic Regression, Random Forest, Gradient Boosting applied on data sets. 8. Gensim based Similarity and LDA POC. 9. NLTK based mail subject detection POC. 10. Contribution in filing patents in Machine Learning domain. 11 Also working with RASA framework, LSTM on Google Collaborate to develop a ChatBot.

Education

Bachelor’s Degree(Electronics & telecommunications) at Maharashtra Institute of Technology

May 2011 - May 2015

Took the most out of MIT by participating in maximum events and reworking myself into a very confident and self motivated individual.

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