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INITIALIZING SYSTEMS

Portfolio 2026

OM
KARMAKAR

Engineering the future at the intersection of Mechatronics,AI&Systems.

BASED IN INDIA β€’ OPEN FOR COLLABORATION

Education Timeline

2008 - 2021

St. Mary's School

Secondary (Class X)

ICSE | 96.6%

2021 - 2023

Kendriya Vidyalaya NTPC Farakka

Higher Secondary (Class XII)

CBSE Science Stream | 92.2%

2023 - 2027

Jadavpur University

Bachelor of Engineering

Power Engineering | CGPA: 8.55

Performance & Expertise

AI & Machine Learning

Deep LearningPhysics-Informed MLExplainable AI (XAI)Surrogate ModelingPyTorchTensorFlow

Optimization & Search

Bayesian OptimizationMetaheuristic (GWO)Multi-objectivePareto AnalysisGame Theory

Thermal & Physics AI

Heat Transfer ModelingCFD Post-processingThermal Energy StorageMicrochannel Analysis

Signal & Biomedical

EEG Signal ProcessingWavelet AnalysisFeature ExtractionBrain-Computer Interface

Computer Vision

Deepfake DetectionAttention MechanismsMultimodal FusionFrequency Analysis

Full Stack & Systems

Next.jsFastAPINode.jsLinux (WSL/Ubuntu)Git/GitHubDatabase (Firebase)

Profile & Connect

Om Karmakar

Engineering & Research

I am an Engineering & AI Research enthusiast pursuing my Bachelor of Engineering at Jadavpur University. My work lies at the intersection of physical systems, data-driven modeling, and intelligent computational methods.

I specialize in Artificial Intelligence, Thermal Engineering, and Optimization, with a strong focus on Physics-Informed Machine Learning (PINNs), surrogate modeling, and explainable AI. I build cross-domain systems ranging from thermal optimization and energy analytics to deep learning for signal processing, computer vision, and algorithmic trading.

Jadavpur Univ. '27
Kolkata
Cross-Domain

Email Me

workspace.om.karmakar@gmail.com

Instagram

Follow my daily updates

Resume

Full professional journey.

LinkedIn

Let's connect professionally.

GitHub

@omkarmakar

GitHub Contribution Snake Animation

Selected Works

01

Load Forecasting & Energy Analytics

Energy / AI

PythonTensorFlowPandas

Intelligent system for predicting power demand patterns.

02

CFD Post-Processing

Engineering / ML

PythonANSYSNumPy

Automated CFD to ML pipeline.

03

EEG Signal Classification

Biomedical / AI

PythonANNWavelets

ANN-based BCI classification.

04

ResumeX Platform

SaaS / AI

Next.jsFastAPINLP

AI resume evaluation platform.

05

CredTech Intel

FinTech / XAI

PythonXAIFlask

Explainable credit scoring.

πŸ”¬

Research Driven

Focusing on Physics-Informed ML & Surrogate Modeling.

06

CAAI Agents

Enterprise / AI

FastAPILangChainOpenAI

Automation for CA workflows.

07

QuanTrackZ Trading

Finance / Algo

PythonZerodha API

Indian Market Automation.

08

StratedgeX

EdTech / Algo

ReactNode.js

Algo trading learning platform.

πŸ› οΈ

Systems & Tools

Building robust infrastructure for intelligent systems.

09

D4-Net Deepfake Detection

Security / Vision

PyTorchCNNOpenCV

Dual-branch deep learner.

10

Summit Cup Auction

Web App

FirebaseSocket.io

Real-time bidding platform.

11

DayLens

Utility / Mobile

React NativeD3.js

Intelligent activity tracker.

πŸš€

Open for Collabs

Available for interesting R&D and Engineering projects.

12

Pearl Circle Business

Business μ†”λ£¨μ…˜

ReactAWS

Jewelry business platform.

Research

Surrogate-Assisted Optimization of PCM-Based Thermal Energy Storage Systems Using Hybrid CNN–LSTM and Bayesian Optimization

Research Publication
➜

PINN + Bayesian Optimization Based Optimization of Fin Geometry for Enhanced Heat Transfer

Research Publication
➜

PINN + Grey Wolf Optimization Based Optimization of Fin and Vessel Geometry for Enhanced Heat Transfer

Research Publication
➜

Gompertz Wavelet-Based Feature Extraction for EEG Brainwave Signals

Signal Processing / AI
➜

Hybrid Feature Selection Using Grey Wolf Optimization and Stackelberg Game Theory

Optimization / Game Theory
➜

Ensemble Learning Framework for EEG Signal Classification

Machine Learning
➜

Multimodal Emotion Recognition System Using Multi-scale and Fuzzy Features Aided with Bonferroni Operator-Based Cross-Attention Mechanism

Applied AI / Attention
➜

AI-Driven Electronic Cooling System Optimization Using Neural Network Models

Engineering / AI
➜

A Physics-Informed Neural Network Approach for Optimizing Microchannel Thermal Performance

PINNs / Thermal
➜

D4-Net: Detecting Deepfakes Using a Dual-branch Deep Learner

Security / Vision
➜

Surrogate-Assisted Optimization of PCM-Based Thermal Energy Storage Systems Using Hybrid CNN–LSTM and Bayesian Optimization

Research Publication
➜

PINN + Bayesian Optimization Based Optimization of Fin Geometry for Enhanced Heat Transfer

Research Publication
➜

PINN + Grey Wolf Optimization Based Optimization of Fin and Vessel Geometry for Enhanced Heat Transfer

Research Publication
➜

Gompertz Wavelet-Based Feature Extraction for EEG Brainwave Signals

Signal Processing / AI
➜

Hybrid Feature Selection Using Grey Wolf Optimization and Stackelberg Game Theory

Optimization / Game Theory
➜

Ensemble Learning Framework for EEG Signal Classification

Machine Learning
➜

Multimodal Emotion Recognition System Using Multi-scale and Fuzzy Features Aided with Bonferroni Operator-Based Cross-Attention Mechanism

Applied AI / Attention
➜

AI-Driven Electronic Cooling System Optimization Using Neural Network Models

Engineering / AI
➜

A Physics-Informed Neural Network Approach for Optimizing Microchannel Thermal Performance

PINNs / Thermal
➜

D4-Net: Detecting Deepfakes Using a Dual-branch Deep Learner

Security / Vision
➜