Available for full-time roles

Abhishek
Tiwari

Data Scientist & ML Engineer

Currently pursuing Master of Technology in Machine Learning & Artificial Intelligence at Lovely Professional University (Final Semester, 8.91 CGPA). Passionate about applying deep learning to real-world problems, particularly in medical imaging, environmental forecasting, and computer vision.

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0 IEEE Papers
0 Projects
0 CGPA (8.91)
Abhishek Tiwari - Data Scientist & ML Engineer
ML/AI
Python
CV

// About Me

Education

M.Tech in ML & AI from Lovely Professional University — Final Semester with 8.91 CGPA

Research

4 IEEE publications spanning plant disease detection, groundwater prediction, and pulmonary embolism

Expertise

Deep Learning, Computer Vision, NLP, Medical Imaging, Time-Series Analysis & Hybrid ML-DL Models

// Technical Arsenal

ML/AI Frameworks

TensorFlow & Keras 95%
4 projects | Advanced
Scikit-Learn 90%
3 projects | Expert
PyTorch & Hugging Face 85%
2 projects | Advanced

Languages & Tools

Python 95%
Data Manipulation (Pandas, NumPy) | Expert
OpenCV 85%
Image Processing Pipeline | Advanced
Git & Databases (MySQL/MongoDB) 80%
Version Control & Architecture | Intermediate

// Featured Projects

Completed

Plant Leaf Disease Classification

Computer vision system utilizing InceptionNetV3 and EfficientNetB3 on 87,000+ leaf images across 38 classes. Implemented robust preprocessing including Gaussian blur and real-time augmentation.

98.99% Accuracy
38 Classes
TensorFlowOpenCVCNNs
Published Research

Hybrid ML-DL Groundwater Predictor

Developed a hybrid model for time-series groundwater forecasting. Preprocessed real-world data with lag features, normalization, and complex 3D reshaping for temporal analysis.

0.9938 R² Score
0.0040 MSE
Scikit-LearnPandasTime-Series
Completed

Pulmonary Embolism Segmentation

Applied a transformer-based TransUNet model on the FUMPE medical imaging dataset. Trained with Dice loss to achieve stable convergence across 50 epochs for high-precision mask generation.

0.852 Dice Coef
50 Epochs
PyTorchMedical ImagingTransformers
Completed

Emotion Classification Transformer

Custom NLP Transformer built with a proprietary Emotion-Embedding and Modified Attention layer. Optimized stability via dropout tuning and label smoothing.

+8% F1-Micro
-13% Val Loss
Hugging FaceNLPAttention

// Research & Publications

Plant Leaf Disease Classification Using Enhanced Preprocessing and CNN Architectures

IEEE ICRITO 2025

DOI: 10.1109/ICRITO66076.2025.11241941
IEEE

A Hybrid Machine Learning and Deep Learning Model for Time-Series Groundwater Level Prediction

IEEE STCR 2025

DOI: 10.1109/STCR62650.2025.11019322
IEEE

AI in Pulmonary Embolism Detection: A Review of Imaging Datasets

IEEE ICRITO 2025

DOI: 10.1109/ICRITO66076.2025.11241237
IEEE

Developing Map-Matching: AI-ML Techniques for Classifying Highway and Service Road Traffic

IEEE ICRITO 2025

DOI: 10.1109/ICRITO66076.2025.11241562
IEEE

// Licenses & Certifications

Exploratory Data Analysis for Machine Learning

IBM / Coursera

Issued Jan 2026

Python for Data Science, AI & Development

IBM / Coursera

Issued Nov 2025

Introduction to Data Engineering

IBM / Coursera

Issued Nov 2025

Data Structures & Algorithms

CipherSchools

Issued Jul 2025 · ID: CS2025-13820

Paper Presentation: Hybrid ML/DL Model for Groundwater Prediction

IEEE Madras Section (STCR 2025)

Presented May 2025