Vaishnavi Shivkumar
Introduction
I am a 2nd year ECE student in IIIT Hyderabad. I am keen to do an internship based upon my background in ECE and CS, especially in areas like AI/ML, vision, robotics, signal processing, cloud computing, programming, and analytical skills applied to real world problems. I am strongly motivated and keen to learn. I have strong work ethics, collaborative mindset and attention to detail. LinkedIn
Programming Languages
C, Python,MATLAB,SQL, Verilog, Ngspice, HTML, CSS, JS Currently taking a full stack web dev course on Udemy.Education
International Institute Of Information Technology, Hyderabad — BTech in Electronics and Communication Engineering (2022 - 2026)
Currently, a second-year student. CGPA: 7.59 First Semester Courses: Electronics Workshop; Real Analysis; Computer Programming, Networks, Signals, and Systems; Digital Systems and Microcontrollers. First Semester SGPA: 6.4 Second Semester Courses: Data Structures and Algorithms; Analog Electrical Circuits; Information and Communication; Linear Algebra. Second Semester SGPA: 8.22 Third Semester Courses: Signal Processing, Systems Thinking, VLSI-Design, Science, Probability and Random Processes. Third Semester SGPA: 8.19
Royale Concorde International School, Bangalore — Secondary and Senior Secondary Schooling (2015 - 2022)
JEE MAINS RANK: 5416, (99.413 percentile). JEE ADVANCED RANK: 5999 AISSCE (Class 12th, CBSE Board Result): Aggregate: 96.6% Class 10th CBSE Board Result: Aggregate: 94.4%
Experience
Summer - Intern @ CelebalTech - June 2023 - July 2023
- Non-Intrusive Load Monitoring - Developed a Non-Intrusive Load Monitoring (NILM) system using machine learning for energy disaggregation. Applied signal processing and data preprocessing to household power consumption data, enabling the identification of individual appliance usage patterns. This approach enhancesenergy conservation by providing granular insights into domestic energy use. GitHub
- Preliminary Fault Detection in Sensors- The project entailed early fault prediction in sensors, utilizing machine learning models such as Random Forest, Support Vector Machine, and Gradient Boosting for predictive analysis. Key concepts included feature engineering, model optimization, and cross-validation to ensure accuracy and robustness in early fault detection. GitHub
Projects
Optimization of Control in a 2-Link Robotic Manipulator Using Advanced Controllers - Systems Thinking, 2.1, IIIT-H
In the project, advanced control strategies were developed for a 2-link robotic manipulator, focusing on precise position control through torque modulation. The dynamics of the manipulator were modeled using state functions and variables, and the control was optimized using PI, PD, and PID controllers to address its complex, non-linear behavior. The project involved simulations in MATLAB-Simulink to validate the effectiveness of these control strategies, demonstrating a blend of theoretical knowledge and practical application in robotics and control systems. This project can accurately model the working, stability and control of a 2-link robotic arm, as an example. GitHub
Leveraging Linear Algebra and Machine Learning in Investment Analysis - Linear Algebra, 1.2, IIIT-H
This project applied linear algebra and rudimentary machine learning techniques to enhance investment strategy analysis. Using Python, it focused on Mean-Variance Optimization and matrix operations, including multiplication and inversion, to evaluate financial models. The project drew on key studies like "Risk-Based Portfolios with Large Dynamic Covariance Matrices" and "Stock Price Prediction Using Regression Analysis" for methodological insights. The primary goals were to refine financial decision-making, advance risk assessment methods, and achieve a balanced risk-return ratio in portfolio management. By integrating mathematical approaches with machine learning algorithms, the project offered innovative tools for optimizing asset allocation, effectively quantifying risk factors, and constructing comprehensive risk models, thus facilitating more informed and strategic financial planning and investment decisions.GitHub
Visualization of Berman Codes: Enhancing Understanding of Reed-Muller Code Generalization - Information and Communication, 1.2, IIIT-H
This project entailed the development of visual aids using the Manim library in python to elucidate key concepts from the research paper "Berman Codes: A Generalization of Reed-Muller Codes that Achieve BEC Capacity." The focus was on creating intuitive, animated illustrations to simplify the complex mathematical and coding theory principles underlying Berman Codes. These visualizations effectively explain the preliminary concepts that go on to demonstrate how Berman Codes extend Reed-Muller Codes, offering insights into their capacity to achieve Broadcast Erasure Channel (BEC) capacity. The project not only facilitated a deeper understanding of the paper's content but also showcased the ability to translate intricate theoretical concepts into accessible, educational tools.GitHub
Advanced Signal Processing Techniques in Echo and Sound Analysis - Signal Processing, 2.1, IIITH
This project delved into advanced signal processing, tackling three core areas: echo creation, echo cancellation, and sound detection/classification. It involved the synthesis of artificial echoes, development of innovative echo cancellation methods, and application of sophisticated algorithms in MATLAB for sound analysis. The project emphasized practical solutions to audio challenges, showcasing a comprehensive understanding of digital signal processing and its applications in real-world audio engineering scenarios. GitHub
Advanced Quadrature Down Converter Design for Modern Communication Systems - Analog Electronic Circuits, 1.2, IIITH
This project focuses on the design and implementation of a Quadrature Down Converter, a critical component in modern communication systems, such as WLAN, Wi-Fi, and Bluetooth. The design incorporates a Quadrature Oscillator, a Switch Mixer, and a Low-Pass Filter, enabling effective conversion of high-frequency signals to lower intermediate frequencies. This process minimizes noise in the output, enhancing communication quality. The project also explores practical challenges and optimizations in the circuit design, demonstrating its application in wireless receivers and signal processing. GitHub
Advanced 4-Bit ALU Design and Delay Analysis in Verilog, Magic, and Ngspice - VLSI-Design, 2.1, IIIT-H
This project encompasses the development of a 4-bit Arithmetic Logic Unit (ALU) using Verilog, with core functionalities including a comparator, adder, subtractor, and AND logic operations. The implementation process involves leveraging Magic for layout design and Ngspice for simulation, ensuring accurate and efficient circuitperformance. A significant aspect of the project is the comprehensive delay analysis conducted to optimize the ALU's speed and reliability, making it suitable for high-performance computing applications. GitHub
IOT project building a smart home system — Dayanand Sagar University
Represented the school in an Internet Of Things Competition. Built a home system using Arduino, motors, and LED lights. This system could be controlled through voice commands and buttons on one's phone using an arduino UNO (wifi enabled) and Blynk API.
Music Database Analysis — Project (Royale Concorde International School, Bangalore)
As a part of our final year of schooling, I made a project using Python to visualize and analyze the data of a csv containing all music albums (updated till 2019) along with their artists, and their metacritic and Album of the Year scores. I used this data to find album recommendations, find other albums by a particular artist, and visualize statistics.
Extra-Curriculars
Member of Parliament — Student Parliament IIIT-H
(JAN 2023 - PRESENT) Member of parliament within the college Student Parliament. Secretary of Public Relations, committee member in Internal Affairs and Hostel Committee. Acquired management skills, and learned how to delegate responsibilities. Played a key role in securing a reservation for non -male candidates in the parliament.
Management and Technical team — Electronics and Robotics Club IIIT-H
December 2022- Present.
Writing and Creative team — Ping! (IIIT-H magazine)
March 2023 - Present.
Financial Coordinator and Creative Works team member—LitClub - IIITH (literary society)
December 2022 - Present. Organized an event (college treasure hunt) for over 250+ people; as the team lead.
Outreach Team - Music Club - IIITH
October 2023 - present
Model United Nations - RCIS
Participated in 7 MUNs and won distinct awards in all of them.