Amit J.

Amit J.

Data Sciences, ML, AI

Bengaluru , India

Experience: 2 Years

Amit

Bengaluru , India

Data Sciences, ML, AI

26691.2 USD / Year

  • Immediate: Available

2 Years

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About Me

A multi-faceted, result-oriented & competent professional with nearly 2 years of comprehensive experience; targeting challenging and rewarding opportunities with an organization of repute.

  • Skilled in gathering inputs from users...

    • Skilled in gathering inputs from users & leveraging given data for creating reliable algorithms that predict future behaviour

    • Competency in research & implementation of appropriate ML algorithms & AI tools

    • Proper understanding of machine learning algorithms; developed analytical methods to support novel approaches of data and information processing

    • Insightful experience in project management activities including project scoping, estimation, planning, finalization of technical / functional specifications, resource administration and quality management

    • Built end-to-end interactive machine learning models; worked in deployment of ML models related to the business needs

    • Capability in devising and implementing Statistical / Predictive Models and Machine Learning Algorithms utilizing diverse sources of data

    • Gained experience in manipulating and analysing complex, high-volume, high-dimensionality data from varying data sources

    • Supported majorly in the development of innovative business solutions to improve product performance and reduce cost by leveraging combination of domain knowledge, Data Science & Data Engineering skills

    • Helping out the community in Data Science and Deep Learning as a volunteer & speaker at Mantissa Data Science Meetup Group

    TECHNICAL SKILLS

    • Knowledge of: Algorithms, OOP, Data Structures, Regex, Statistics, debugging, Linux Commands, containers (docker), REST API, Calculus & Algebra

    • DBMS: SQL, NoSQL

    • Cloud: AWS, GCP

    • Version Control: Git

    • Coding: Python, C++, C, Octave/Matlab, Bash

    • Data-handling: Numpy, Pandas, Scikit-learn

    • Computer Vision: Object Detection & Segmentaion (OpenC, PIL)

    • NLP: Gensim, Spacy, Transformers

    • Data Visualization: Matplotlib, Plotly, seaborn

    • ML/DL Libraries: Keras, PyTorch, TensorFlow, Fastai, Caffe (ONNX, MMDNN), H20, AutoKeras

    • Data Science: Regression, Time-Series Analysis, Bayesian Methods, Tree-Based Learners, SVM, Dimensionality Reduction, Data Mining, Recommendation Systems

    • NVIDIA: TensorRT, NVDLA

    • Areas of Interest: Auto ML, Task Automation, NLP

     

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Skills

Graphic Design

Portfolio Projects

LSTM-MSnet

Company

LSTM-MSnet

Description

implemented the paper - time series analysis - created LSTM architecture, implemented custom Loss,
preprocessing, post-processing pipeline as well as evaluation metrics using Python and Pytorch

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Skills

Python Pytorch

OCR - DATE EXTRACTOR

Company

OCR - DATE EXTRACTOR

Description

extract date from bills, Pre-process image (skew correction, thresholding), used tesseract
to get the text, do a regex search for date patterns

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Kannada MNIST

Company

Kannada MNIST

Description

Recognize Kannada digits 0-9 - created a CNN with max-pooling, dropout, batch normalization - and
also got good results with Transfer Learning using VGG16 and RESNET (like) architecture which was pre-trained on MNIST

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AutoTimer

Company

AutoTimer

Description

Contributed on GitHub - Tracking the desktop applications in real-time and time spent on
each application - Built a patch for this application to support the Linux environment

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Skills

Git