Total Experience in ML/AI: 4+ years ML Algorithms Random Forests, XG boost, K-means clustering, Deep Learning, Linear and Logistic Regression Driven by a passion for extracting meaningful insights from data, I am a dynamic and results-oriented with a demonstrated history of utilising advanced analytics, machine learning techniques, and statistical modelling to uncover actionable insights and propel business success. My expertise lies in harnessing the power of data to develop innovative solutions that address complex challenges. Organised and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals.
Hi, I’m
Mayank Malkoti
Sr. Python and Machine Learning Developer
Gurugram
Summary
Overview
5
years of professional experience
5
years of post-secondary education
Work History
Learning Routes Pvt. Ltd.Gurugram
Lead Data Analyst and ML Engineer
01.2020 - Current
Job overview
- Trained multilayer multi-classification neural network model using leads dataset in organization's CRM database (1.67mil records approx.)
- This model suggested most viable colleges for candidates from which they can choose to pursue higher education. This selection was done based on their geographic, previous academic and professional details.
- Model was 80% accurate on validation test and feedback on model maintained good satisfaction score.
- Implemented advanced statistical methods to uncover hidden patterns in large datasets.
- Applied machine learning techniques to predict customer churn, leading to more targeted retention strategies.
- Conducted comprehensive market research to support strategic planning initiatives and identify new opportunities.
Monet Analytics Pvt. Ltd.Gurugram
Data Science Consultant
01.2020 - 01.2023
Job overview
- Developed 4 layered regressor model using PyTorch that predicted engagement score of media content based on psychological conscious and sub-conscious feedback from survey audience
- This model was trained using 60K+ social media sample dataset and gave 90+% accuracy with 0.01 MSE when tested on validation set.
- Automated routine reporting tasks using scripting languages like Python or R, freeing up time for more value-added activities.
- Applied feature engineering techniques to improve model performance, enhancing algorithmic predictions by incorporating domain knowledge into modelling process.
Rx DigitalGurugram
Engineering Developer
01.2019 - 01.2020
Job overview
- Created and deployed TF/IDF and logistic regression classifier trained on medical transcripts to predict words that indicate cardiovascular disease symptoms.
- Model provided 78% accuracy when tested on validation set.
- Debugged complex software issues, leading to more stable product release.
- Optimized database structures for efficient data storage and retrieval.
- Implemented version control systems for effective collaboration among team members while maintaining code integrity.
- Automated repetitive tasks through scripting, freeing up valuable time for higher-priority projects.
Education
DAV CollegeChandigarh
B.Sc. Bioinformatics (Hons) from RDBMS, C/C++, Transcriptomics, Genomics
01.2016 - 05.2019
University Overview
Andhra Education SocietyNew Delhi
12TH CBSE: Science
01.2014 - 05.2015
University Overview
Skills
Web Scraping
undefinedTimeline
Lead Data Analyst and ML Engineer
Learning Routes Pvt. Ltd.
01.2020 - Current
Data Science Consultant
Monet Analytics Pvt. Ltd.
01.2020 - 01.2023
Engineering Developer
Rx Digital
01.2019 - 01.2020
DAV College
B.Sc. Bioinformatics (Hons) from RDBMS, C/C++, Transcriptomics, Genomics
01.2016 - 05.2019
Andhra Education Society
12TH CBSE: Science
01.2014 - 05.2015
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