Shivam Panchal

Hi there, I am Shivam

I am a Bachelor of Technology from Harcourt Butler Technological Institute, Kanpur.

I have been working as a Data Science Consultant from past 3 years in the field of Data Analysis & Data-Driven Decision Making, Statistical Analysis Techniques, Machine Learning and Deep Learning Modelling, Computer Vision and Natural Language Processing.

I have worked across various domains such as Banking and Finance, Healthcare and Telecom. Information and Knowledge is power in business, and data is the fuel that creates this power. I help my clients to grow by harnessing the power of data in their organizations and building products and solutions by extracting knowledge from their data and leveraging this data to take major decisions to a business problem. I have a profound interest in Data Science, Artificial Intelligence and Internet of Things. I love to code and travel. I love all breeds of dog.

Email LinkedIn Twitter GitHub

Experience

Freelance Consultant
Data Scientist
July 2018 - November 2019

I worked across various domains such as Banking, Finance, Healthcare and Telecom, working with various Start-ups and Individual Clients

Involved in gathering requirements while uncovering and defining multiple dimensions of the Project.
Extracting data from one or more sources for analysis.
Working closely with cross functional teams to encourage statistical best practices with respect to experimental design and data analysis.
Accomplished multiple tasks from collecting data to organizing data and helping in data-driven decision making.
Implementing Machine Learning and Deep Learning algorithms for supervised and unsupervised learning.
Build Machine learning and Deep Learning pipelines with end-to-end ETL processes with SQL/NoSQL databases.
Provide consulting and advise clients on Advance Machine Learning and Deep learning solution implementation.

GLS
Data Scientist
Sep 2018 - Nov 2019

Deep Learning based Forecasting Models, Churn Prediction
Chat bots and Natural Language Processing
Integration of a Data Visualization and Reporting with Process Work Flow.

S1Bit
Data Scientist
Sep 2018 - Nov 2019

Stock Analysis and Time Series Analysis
Building Hybrid Machine Learning and Deep Learning based forecasting model
Integration of a Data Visualization and Reporting with Process Work Flow.

Sancoj
AI Developer
Mar 2018 - Nov 2019

Worked on world’s first opportunity supermarket built on the Ethereum Blockchain and powered by Artificial Intelligence using transfer Learning and Natural language Processing.

MathLogic
Data Science Analyst
Jun 2017 - Mar 2018

Data Insights and Reporting over multiple sources of data using Postgre SQL and Report Server.
Daily Scripts / APIs / Services for reporting mails and alerts for all Google ODK for AUSFB - Insurance Data.
Data Visualizations for Data Analytics across all verticals using Tableau
Learning Module Development for Deep Learning (Keras+Tensorflow)

Skills

Technical Skills

Databases: SQL Server, MySQL, SQLite, PostgreSQL, MongoDB
Programming: SQL, Python, Colab, Jupyter Notebook, Django, R, HTML
Operating Systems: Windows, Linux
BI Tools: Tableau, Power BI, Qlik, Google Data Studio
Technologies: OpenCV, TensorFlow, Theano, Keras, Scikit, Numpy, Pandas, YOLO, CUDA, Matplotlib, Plotly, GIT, AWS, GCP
Areas of Expertise: Data Cleaning and Munging, Database Management and Warehousing, Statistical Analysis, Ad-hoc Reporting, Data Analysis, Data Visualization, Business Intelligence, Machine Learning and Deep Learning, Transfer Learning

Soft Skills

Other Background Information

Experienced in building end-to-end pipelines for Data manipulation, Modelling, Model selection and Prediction
Knowledge of a variety of Data Visualizations in Matplotlib, Plotly, Dash, Tableau and R Shiny, Plotly, QlikSense.
Statistical Analysis
Knowledge of a variety of machine-learning algorithms like:
Regression (Linear, Logistic Regression, Multiple, GLM, Trees based Regression)
Dimension Reduction Methods (Principal Component Analysis, LDA)
Classification (Naive Bayes, Support Vector Machine, Logistic regression, Decision trees, Ensembles - Random forests, Gradient Boosting, Adaboost, XGBOOST, CATBOOST)
Clustering- K Means/ hierarchical/DBSCAN/Affinity/Agglomerative/Spectral)
Expert in Tensorflow/Theano/Keras/Pytorch Frameworks: – Classification (AlexNet/GoogleNet/ResNet/VGGs) – Object Detection (R-CNN, YOLO, RESNEXT) – GANs
Image Processing, Time Series Analysis
Database Management System- MySQL, MongoDB
Natural Language Processing and Text Analysis, Sentimental Analysis, Aspect Based, POS Tagging, Named Entity Recognition, Advanced text Classification using Deep Learning methods, Chatbots and DialogueFlow
Additional Tools - RapidMiner, WEKA, KNIME, TRIFECTA, Qlik, SASMiner, Excel, Tableau, Splunk, GIT, AWS, GCP
Mainstream Language - Python, R

Education

Harcourt Butler Technical Institute
Bachelor of Technology
2013-17

- Learning and Practicing Data Science and Machine Learning, completing courses and earning certificates and specializations to excel in in the field. -I was also engaged in Event Organization, Seminar Management, Resource Generation, Marketing, Debates, Quiz and Paper Presentation in my college.

Silver Bells Public School
Senior Secondary School
2010-12

Physics and Mathematics, SOF, NSS, Football.

Publications

Careers after 10th&12th
July 2014

The goal of this book is to guide the students in choosing the right career after school and providing a lot of career options from which they can choose one, of their own interest. In addition to empowering and guiding the student towards the right career, this book is also dedicated to providing detailed information on various career options, courses, and colleges in India which help the students know a career in details and make an informed choice.

Download E-book

Certifications

Data Science Specialization (9 courses)
Coursera (John Hopkins University)
View Certificates
The specialization consists of nine courses.

Data Scientist Tool Box
R Programming
Getting and Cleaning Data
Exploratory Data Analysis
Statistical Inference
Reproducible Research
Regression Models
Practical Machine Learning
Developing Data Products

Big Data Specialization (4 courses)
Coursera (University of San Diego)
View Certificates

Introduction to Big Data, Hadoop and its Ecosystem (HDFS and Map Reduce)
Apache Spark and its components
Graph Analytics with Neo4j and handling of data in KNIME and Splunk

Machine Learning Specialization (3 courses)
Coursera (University of Washington)
View Certificate

Introduction to Machine Learning
Regression, Classification and Clustering

Data Science and Machine Learning Essentials
Microsoft
2015 View Certificate

Data Cleaning, EDA and Model Building and Evaluation.
Data Analysis in Python, using various libraries.
Numpy, Matplotlib, Seaborn, sklearn, Caret etc.

Projects

Vehicle Number Plate Reading

This project is used to detect the images of the vehicle license number plate, convert that license number plate code identified to text and store the data in system with date and time of vehicle and the identified number on number plate. This application can be used in parking areas to keep track of every vehicle and make parking process easier.
Dependencies – OpenCV, Tesseract 4

Traffic Rule Violation Detection System

This project tries to detect a car whenever it passes a Red Light or over speeds. Based on TensorFlow to detect cars and from the detections in each frame each vehicle can be tracked across a video and can be checked if it crossed a red light and speed of that vehicle can be calculated.
Dependencies: TensorFlow-GPU, OpenCV, IMutils, Pillow, Numpy, TKinter, OpenALPR API

Stock Trading Tool

This project allows users to access real-time stock prices to simulate the trading strategies of stocks within a portfolio and look buy and sell options.

Image Captioning and Medical Report Generation

This project allows the user to scan an X-ray image and expect it to display the diseases in the lungs out of the 14 categories and then generate the medical report of the patient. In this way, this application reduces the scope of a Radiographer in clinical laboratories.

To know about about my other works and projects, please let me know on Email.