Resume

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

Summary

Dwaipayan Haldar

Dedicated engineer with a focus on ML-driven signal processing and predictive analytics. Experienced building forecasting models (SARIMA, XGBoost, LSTM, hybrids) and applied analytics for real datasets.

Education

B.E. in Electrical Engineering

2021 – 2025

Jadavpur University, Kolkata, India

CGPA: 9.055

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

Machine Learning 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.

Content Creator (Math/Stats)

Dec 2021 – Aug 2022

SkillCounty Pvt. Ltd.

  • Created mathematics and statistics assessment questions for corporate hiring pipelines.

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.

Electrical Outage Data Analysis

Aug 2024

Exploratory analysis and visualization of outage data using Python/SQL to derive reliability insights.

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

  • Ranked first in batch (B.E.).
  • WBJEE Rank: 582; qualified JEE Advanced 2021.
  • Pre-Regional Mathematics Olympiad (2019).
  • SUM-IT, Indian Statistical Institute (2020).