2022 - 2023
University of Birmingham
M.Sc Data Science
Distinction
2014 - 2018
Sir M.Visvesvaraya Institute of Technology
B.E Electrical and Electronics Engineering
Distinction
2012 - 2014
Sri Guru Independent
Pre University College
Distinction
2012
Sri Guru Vidya Peetha
Secondary School
Distinction
University of Birmingham
2022 - 2023M.Sc Data Science
Key Topics
Programming for Data Science
Algorithms for Data Science
Storing and Managing Data
Visualisation
Current Topics in Data Science
Data Science Group Project
Summer Project
- Thesis • Event based multi-document text summarisation of news articles [Link]
Modules
Module 1: Programming for Data Science [ Python ]
- IPython and Jupyter Notebooks
- Numpy
- Pandas
- MatplotLib
- Seaborn
- SciPy
- Scikit-Learn
- PyTorch and Deep Learning
Module 2: Algorithms for Data Science
- Linear regression
- Logistic Regression
- Naïve Bayes
- Decision Tree
- Principal Component Analysis
- Data Mining
Module 3: Storing and Managing Data
- PostgreSQL
- MongoDB
- Neo4j
- Data Vault 2.0
- ER Modelling
- Metadata
- Encryption
- Hashing and Salting
- Data Wrangling and Interfacing
- Curation
- Data Protection and Governance (GDPR)
Module 4: Visualisation
- Position and Colour Scales
- Perception
- Time-series
- Smoothing
- Fourier Transform
- Autocorrelation
- Discrete and Continuous Distribution
- Uncertainty
- Credible and Confidence Intervals
- Direct PCA
- Dual PCA
- Kernel PCA
- Singular Value Decomposition
- Multidimensional Scaling
- Iso-map
- Local Linear Embedding
- Auto-Encoders
Module 5: Current Topics in Data Science
- Linear Algebra
- Mathematical Preliminaries
- Topological Data Analysis
- Making machines learn better by using prior knowledge
- Learning from Temporal Data
- Vision-based Pose Estimation of Human BodyHandGazeObject
- Denoising in Scientific Imaging
- Computational Pathology
- NLP and Transformers
Module 6: Data Science Group Project
- Impact of fuel index on other inflation indices in inflation forecasting
Grades
- 79.44%
- Distinction
Sir M.Visvesvaraya Institute of Technology
2014 - 2018B.E Electrical and Electronics Engineering
Key Topics
Engineering Mathematics
Engineering Chemistry
Programming in C & Data Structures
Computer Aided Engineering Drawing
Basic Electronics
Computer Programming Lab
Engg Chemistry Lab
Environmental Studies
Engineering Physics
Elements of Civil Engg
Engg. Mechanics
Elements of Mechanical Engineering
Basic Electrical Engineering
Workshop Practice
Engineering Physics Lab.
Constitution & Professional Ethics
Analog Electronic Circuits
Logic Design
Network Analysis
E&E Measurements & Instrumentation
Electric Power Generation
Analog Electronics Lab
Logic Design Lab
Microcontrollers
Control Systems
Field Theory
Power Electronics
Transformers and Induction Machines
Microcontrollers Lab
Power Electronics Lab
Management & Entrepreneurship
Signals & Systems
Transmission & Distribution
D. C. Machines & Synchronous Machines
Modern Control Theory
Linear IC's & Applications
Measurements & Circuit Simulation Lab
Transformers & Induction Machines Lab.
Power System Analysis & Stability
Switchgear & Protection
Electrical Machine Design
Digital Signal Processing
Computer Aided Electrical Drawing
Fuzzy Logic
D.C. Machines & Synchronous Machines
Control Systems Laboratory
Power System Analysis
Electrical Power Utilization
High Voltage Engineering
Industrial Drives & Applications
Testing & Commissioning
Power System Planning
Relay & High Voltage Lab.
Power System Simulation Lab.
Electrical Design, Estimating & Costing
Power System Operation and Control
Renewable Energy Sources
Energy Audit & Demand Side Management
Project Work
Seminar
Achievements
- Received medal and certification for Academic Excellence.
- Received 2nd prize for Final year Project on "An Improved PV System Based On Solar Tracking and MPPT".
- Received 3rd prize in "Robotics with AVR" workshop.
- Interned at National Power Training Institute in the field of "Solar Photovoltaic Systems".
- Interned at Axis Global Automation in the field of "Programmable Logic Controller(PLC) and Supervisory Control and Data Acquisition(SCADA)".
Grades
- 78.22%
- First Class with Distinction
Sri Guru Independent
2012 - 2014Pre University College
Key Topics
Mathematics
Physics
Chemistry
Biology
Achievements
- Received award for scoring maximum marks in Mathematics.
Grades
- 91.8%
- Distinction
Sri Guru Vidya Peetha
2012Secondary School
Key Topics
Mathematics
Science
Grades
- 87.5%
- Distinction