Education

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

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☆ 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

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Grades:

• 79.44%
• Distinction

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

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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)".

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Grades:

• 78.22%
• First Class with Distinction

Key Topics:

Mathematics Physics Chemistry Biology

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Achievements:

☆ Received award for scoring maximum marks in Mathematics.

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Grades

• 91.8%
• Distinction

Key Topics:

Mathematics Science

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Grades

• 87.5%
• Distinction