Suman Chowdhury

I'm AI/ML Developer

About

I am an enthusiastic and results-driven Machine Learning and Deep Learning practitioner with a strong foundation in computer science and a deep commitment to building intelligent systems that solve real-world problems. My core expertise lies in designing and developing end-to-end machine learning solutions—ranging from data preprocessing and feature engineering to model training, optimization, and deployment. With hands-on experience in tools and frameworks such as Python, TensorFlow, PyTorch, and Scikit-learn, I have worked on a variety of projects in domains like computer vision, natural language processing (NLP), and predictive analytics. These projects include tasks like image classification, object detection, sentiment analysis, and automation workflows, all focused on driving efficiency and insight through intelligent models. In addition to technical proficiency, I bring a data-driven mindset to every challenge, leveraging analytical thinking and modern AI techniques to extract meaningful insights from complex datasets. I specialize in deep learning architectures and also have experience with cloud-based solutions, enabling me to build scalable and robust ML pipelines. I am deeply passionate about continuous learning and staying ahead of emerging technologies in the AI landscape. Whether it's fine-tuning transformer models or deploying solutions in cloud environments, I am committed to creating impactful, scalable, and future-ready AI systems. My goal is to contribute to innovative projects that push the boundaries of machine learning and artificial intelligence, ultimately improving processes, products, and lives.

Machine Learning Engineer & Deep Learning Practitioner

A passionate and results-driven Machine Learning and Deep Learning practitioner with expertise in designing and deploying intelligent, data-driven systems, leveraging advanced algorithms and deep neural networks to solve real-world challenges in computer vision, natural language processing, and predictive analytics.

Professional Milestones

Key accomplishments demonstrating my technical expertise.

Microsoft Azure Certified

Earned Microsoft Certified: Azure Fundamentals (AZ-900) credential demonstrating cloud infrastructure expertise

Cloud Computing

Smart India Hackathon 2024

Advanced to college-level round as core team member developing AI-powered speech-to-ISL and ISL-to-speech conversion system

AI Innovation

DSA Problem Solver

Solved 200+ complex Data Structures and Algorithms problems across LeetCode, HackerRank, CodingNinjas, and GeeksforGeeks

Algorithm Mastery

Technical Skills

My comprehensive toolkit for building intelligent systems and data solutions.

Languages

C
++
C++
Java
Python

Data Science

SQL
PyTorch
Scikit-learn
NumPy
Pandas

Tools & Platforms

Azure Cloud
Git & GitHub
VS Code
Docker
PowerBI

Resume

Welcome to my resume section! I am a passionate Machine Learning and Deep Learning practitioner with a strong foundation in computer science and a focus on building intelligent, data-driven solutions. My experience spans across developing and deploying machine learning models for real-world applications in computer vision, natural language processing, and predictive analytics. With proficiency in tools like Python, TensorFlow, PyTorch, and Scikit-learn, I specialize in crafting scalable AI systems that drive innovation and deliver measurable impact. Explore my qualifications, skills, and project experiences that reflect my commitment to continuous learning and creating value through technology.

Academic Journey

My academic journey has laid a strong foundation in computer science, equipping me with the theoretical knowledge and practical skills essential for advanced work in machine learning, deep learning, and artificial intelligence.

B.Tech in Computer Science & Engineering

MAKAUT WB • Dr. B. C. Roy Engineering College, Durgapur 2022 - 2026
CGPA: 8.65

Core coursework in DSA, DBMS, OOP, OS, AI, ML

Higher Secondary Education (12th)

Ramkrishnapally Vivekananda Vidyapith • WBCHSE 2022
Percentage: 92.2%

Specialized in Physics, Chemistry, Mathematics, and Biology

Secondary Education (10th)

Ramkrishnapally Vivekananda Vidyapith • WBBSE 2020
Percentage: 82.5%

Technical Projects

A curated collection of hands-on projects that demonstrate my expertise in machine learning, deep learning, and data-driven application development. Each project showcases my ability to design, build, and deploy intelligent systems using tools like Python, TensorFlow, PyTorch, and Scikit-learn. From solving real-world problems in computer vision and NLP to building scalable solutions in cloud environments, these projects reflect my commitment to innovation, practical application, and continuous learning in the field of AI.

UAV Plant Imagery Analysis
Computer Vision

Attention-Enhanced GCN for UAV Plant Imagery

  • Developed Attention-Enhanced GCN integrating EfficientNet-B0, ShuffleNetV2, and SPP
  • Hybrid architecture with multi-branch feature fusion
  • Achieved robustness to occlusion and scale variation
Employee Burnout Analysis
Data Science

Employee Burnout Analysis

  • Predictive model using Random Forest Regressor
  • Comprehensive EDA using Seaborn/Matplotlib
  • Analyzed Mental Fatigue Score correlations
Image Classification App
Web Application

Image Classification Web App

  • Streamlit app with custom CNN (91.17% accuracy)
  • MobileNetV2 implementation (93.25% accuracy)
  • Optimized CIFAR-10 inference pipeline

Contact Me

Whether you’re interested in collaborating on a project, discussing opportunities in AI and machine learning, or simply want to connect — I’d love to hear from you. Feel free to reach out and I’ll get back to you as soon as possible.

Address

Durgapur, West Bengal

Call Me

+91 9474882986

Email Me

chowdhurysuman1267@gmail.com