Subhankar Mandal

M.Tech AI/ML · Deep Learning Researcher · 3× IEEE Author

Education

4
Master of Technology Aug 2024 — Present
Lovely Professional University
Punjab, India
Machine Learning & Artificial Intelligence
87%  |  Ongoing
Bachelor of Technology Jul 2019 — Jul 2023
The Neotia University
West Bengal, India
CSE with Specialization in Data Analytics
84%
Intermediate (Class XII) Apr 2017 — Mar 2019
Akondabaria SC High School
Malda, West Bengal
75%
Matriculation (Class X) Apr 2016 — Mar 2017
Chamagram High School
Malda, West Bengal
81.2%

Experience

2
Data Science Intern Apr 2023 — May 2023
TestBook
  • Integrated and cleaned multi-source datasets; handled missing values and encoded categorical data.
  • Trained and compared ML models — identified Gradient Boosting as top performer with 92% R² score.
  • Deployed the model using Streamlit, enabling live forecasting and improving planning efficiency by ~20%.
PythonScikit-Learn StreamlitGradient BoostingPandas
Data Science Intern Feb 2023 — Mar 2023
Corizo
  • Processed road images using OpenCV (grayscale conversion, Canny edge detection, Hough Transform).
  • Achieved 87% accuracy in lane detection under diverse conditions, enhancing ADAS systems.
PythonOpenCV Canny EdgeHough Transform

Skills

Languages

Python SQL C HTML/CSS JavaScript

AI / ML Frameworks

TensorFlow Keras Scikit-Learn Hugging Face LangChain OpenCV

Data & Analytics

NumPy Pandas Matplotlib Seaborn Power BI Tableau

Tools & Platforms

Streamlit Kaggle VS Code Jupyter Google Colab MySQL GitHub AWS

Soft Skills

Problem-Solving Teamwork Adaptability Leadership Time Management Communication Research Writing

Publications

3
IEEE Published
Bias Correction in NWP Temperature Forecasts using LSTM-Based Deep Learning Models
S. Mandal, et al. — 2025 12th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO)
IEEE, Noida NCR, India  ·  18–19 Sep 2025
IEEE In-Press
AI and ML Approaches for Automated Mosquito Species Identification: A Review
S. Mandal, P. Singh — 5th International Conference on Innovative Practices in Technology and Management (ICIPTM)
IEEE, Noida NCR, India  ·  19–20 Feb 2026  ·  Accepted for IEEE Xplore (In-Press)
IEEE In-Press
Automated Identification of Zika Virus Mosquito Vectors Using Ensemble Deep Learning
S. Mandal, P. Singh — 5th International Conference on Innovative Practices in Technology and Management (ICIPTM)
IEEE, Noida NCR, India  ·  19–20 Feb 2026  ·  Accepted for IEEE Xplore (In-Press)

Certifications

5
Applied Artificial Intelligence Winter Certification Program
IBM SkillsBuild / CSRBOX
Dec 2025
Advanced Learning Algorithms
Coursera (DeepLearning.AI)
Apr 2024
Supervised Machine Learning: Regression and Classification
Coursera (DeepLearning.AI / Stanford)
Apr 2024
Data Science with Python Career Program
Skill Academy / TestBook
Jul 2023
Data Science Industrial Training
Corizo
Mar 2023

Achievements

1
🥉
3rd Place — ML Build-A-Thon Hackathon
Lovely Professional University (LPU) · Competitive machine learning challenge
Nov 2024
📄
3× IEEE Published / In-Press Author
ICRITO 2025 (Published) · ICIPTM 2026 (2× In-Press on IEEE Xplore)
2025–2026
🎓
Consistent Academic Excellence
87% in M.Tech · 84% in B.Tech — above university average in both
2019–Present