Hi, my name is

Sumit Kumar

I build with AI & Machine Learning

I'm a machine learning engineer specializing in developing intelligent solutions using cutting-edge technologies. Currently focusing on deep learning applications.

Contact Me Explore Projects Resume

About Me

I'm a Computer Engineering student at Bharati Vidyapeeth College of Engineering, Pune with a passion for Machine Learning and AI. My journey in tech is driven by a desire to build intelligent solutions that solve real-world problems.

With strong foundations in Python, C++, and data analysis, I specialize in developing machine learning models and implementing deep learning frameworks like TensorFlow and PyTorch.

I'm constantly exploring new technologies and methodologies in the AI space, with particular interests in natural language processing and anomaly detection.

Deep Learning

Machine Learning

Python

Data Science

Skills

Technical Skills

AI & Machine Learning

90%

TensorFlow, PyTorch, Scikit-Learn, Keras

Programming Languages

85%

Python, C++

Data Analysis & Visualization

88%

Pandas, NumPy, Matplotlib, Seaborn

Big Data & Cloud

80%

SQL, Docker, Git

Soft Skills

Problem Solving

92%

Communication

88%

Teamwork

90%

Leadership

85%

Work Experience

Machine Learning Intern

360DigiTMG

June 2024 - August 2024

Project: Medical Inventory Optimization

Utilized Python libraries (Matplotlib, Seaborn, Pandas) to create visualizations (box plots, line plots, scatterplots, histograms) and identify patterns with over 90% accuracy.
Conducted statistical analysis with SciPy, calculating Pearson correlation coefficients and covariance, achieving 95% precision in deriving insights.
Managed time series data by converting date columns to datetime and creating time series plots, identifying temporal patterns with 92% accuracy.

Projects

Real-Time Anomaly Detection

Python Machine Learning IsolationForest

Real-time anomaly detection system for cloud server metrics using the IsolationForest algorithm. Features include pause/resume functionality, customizable parameters, and live plotting.

BiomedNLP-HealthPredict

NLP BERT Healthcare

NLP-driven healthcare assistant using PubMedBERT to predict diseases, recommend medications, and assess polypharmacy risk based on patient symptoms and demographics.

California Housing Price Prediction

TensorFlow Regression Feature Engineering

Built a linear regression model using TensorFlow with 85% accuracy in predicting house prices. Selected and engineered features like total rooms and population, achieving 90% feature selection accuracy.

Education

BVCOE

Bachelor of Technology, Computer Engineering

Bharati Vidyapeeth College of Engineering, Pune

December 2021 - June 2025

CGPA: 9.17/10

Relevant coursework: Data Structures, Algorithms, Artificial Intelligence, Machine Learning, Database Systems, Computer Networks, and Software Engineering.

Certificates

Machine Learning with Python

IBM | Coursera

Covered supervised/unsupervised learning, regression, classification, clustering, and model evaluation techniques.

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Introduction to Microsoft Azure Cloud Services

Microsoft

Fundamentals of cloud computing with Azure, including ML services and deployment.