Resume

Electrical Engineering student with strong experience in Machine Learning and Signal Processing. Comfortable with Python, MATLAB/Simulink, and end-to-end ML pipelines. Seeking research-oriented roles and PhD opportunities.

Summary

Dwaipayan Haldar

Dwaipayan Haldar is a graduate student in Signal Processing at the Indian Institute of Science (IISc), Bengaluru. He completed his undergraduate studies in Electrical Engineering at Jadavpur University, maintaining a consistent academic record throughout his studies. His broad academic interests include signal processing, instrumentation, machine learning, and statistical methods for data-driven modeling.

Alongside his academic pursuits, he has been actively involved in a wide range of technical and creative activities. He has experience in video editing, graphic design, and digital content creation, and has contributed to organizing and managing student-led technical events and initiatives. Through these engagements, he has developed strong multidisciplinary skills, combining technical expertise with creative and organizational experience.

Education

M.Tech in Signal Processing

2025 – 2027

Indian Institute of Science, Bengaluru, India

TGPA: 9

B.E. in Electrical Engineering

2021 – 2025

Jadavpur University, Kolkata, India

CGPA: 9.04

Higher Secondary (10+2)

2021

Chandannagar Sri Aurobindo Vidyamandir

Percentage: 97.8%

Secondary (10)

2019

Chandannagar Sri Aurobindo Vidyamandir

Percentage: 94.71%

Skills

  • Languages/Tools: Python, SQL, MATLAB, Simulink, AutoCAD, OrCAD
  • ML/DL: SVM, LSTM, Neural Networks, XGBoost, Random Forest, PCA, LDA
  • Data: NumPy, Pandas, Matplotlib, Seaborn
  • Design: Adobe Premiere Pro, After Effects, Photoshop
  • Basic HTML/CSS

Professional Experience

Technical Consultant Intern

Jun 2024 – Aug 2024

PricewaterhouseCoopers Pvt. Ltd.

  • Built electric load prediction models (SARIMA, XGBoost, LightGBM, Random Forest, LSTM) used in live discom projects.
  • Developed hybrid approaches (e.g., LSTM+SARIMA, SARIMA+EEMD+XGBoost) achieving high accuracy and stability.

Projects

Spectroscopy Sensor for Fat Content Classification

Sep 2024 – Present

Low-cost edible-oil fat classification using AS7265x spectra + ML; building dataset and model comparison.

EMG Signal Processing for Prosthetic Finger Control

Sep – Nov 2024

Feature extraction and ML/DL classification of EMG signals to map finger movements for prosthetic control.

Convolution Fest Official Website

Dec 2023 – Feb 2024

Designed and developed a departmental event website with automated email notifications.

Leadership & Volunteering

Secretary, JUEE Students Forum

Nov 2023 – Nov 2024

Organized Convolution 9.0; scaled budget and participation (40k+ online, 1.5k+ footfall).

Core Team Member, E-Cell JU

Apr 2022 – Present

Co-organized entrepreneurship events (Hult Prize, E-Weekend); lead designer/editor.

Freelance Designer

Nov 2021 – Present

Video editing and graphics for YouTubers and corporate clients.

Awards & Achievements

  • GATE DA 2025 Rank 63
  • Departmental Rank 1 in undergraduate studies.
  • WBJEE Rank: 582; qualified JEE Advanced 2021.
  • Pre-Regional Mathematics Olympiad (2019).
  • SUM-IT, Indian Statistical Institute (2020).