I am a machine-learning practitioner with 5+ years of experience in Data mining, Machine Learning, Deep learning, Statistical Modelling, Computer Vision and Natural Language Processing.
I have worked across various domains such as Banking, Insurance, Forex, Stocks/Cryptocurrency, Healthcare, Telecom and Business Development within last 5 years. I am a specialised Data Scientist and Machine Learning/Deep Learning Practitioner with published researches in IEEE and spring board
Your project and satisfaction is my commitment.
Highlights:
▮ High-performing Data Science and Machine Learning professional with extensive experience in BI/ Data-Science/Machine Learning Deep Learning life cycle management from conception to completion.
▮ Having deep understanding of algorithms and data structure i.e. all facets of supervised and unsupervised learning and data munging techniques to meet the analytics and AI needs.
▮ Hands on with web scraping, database management, modelling, integrating disparate systems for data analysis or Machine Learning / Deep Learning/ AI applications.
▮ Deep Learning and Computer Vision, Big Data based high-performance based solutions and services.
- Highly proficient in Python and R.
- Experienced in building end-to-end pipelines for data manipulation, modelling, model deployment and optimisations.
- Knowledge of variety of machine-learning algorithms:
- Regression (Linear, Logistic Regression, Multiple, GLM)
- Statistical Modelling (Cluster Analysis, Decision Trees, Regression)
- Classification (Naive Bayes, Support Vector Machine,Decision trees, Ensembles - Random forests, Gradient Boosting)
- K Means/ hierarchical/DBSCAN/Affinity/Agglomerative/Spectral)
DeepNets/Theano/Keras/Tensorflow/CNN/LSTM/ImageProcessing/StockPrediction/Predictive Modelling/Pytorch/Theano.
- Database Management System- MySQL, MongoDB
Published Researches :
Hyperspectral Image Classification using SWT & CNN in IEEE .
Hyperspectral Image Feature Classification using GWO-SWT-CNN in Springboard (in few months from now)
Skills : Python , DSA , PostgreSQL,Machine Learning , Deep Learning ,Image Processing & Classification , New modern age Transformers custom model development (Bert / T5) for various use case from large chunk extraction to large entity classification , AWS model as micro-service api , Docker, Apache Spark , Cloud Data Warehousing using AWS redshift , Data Engineering using Apache Airflow .
Guest Speaker : NIT Jalandhar 2019 , GITAM UNI Vizag (2019) , Kaggle Days NCR (2020)
Languages : English , German (A1)
Passionate about "keeping life in balance"