Divesh Matkar

AI/ML Engineer · Machine Learning · Generative AI

Kalwa, Thane, India

@divesh_matkar

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🎓 Bachelor of Computer Applications (BCA) at Sahyog College of IT and Management · Graduating 2027

About

BCA student specializing in Data Science and Machine Learning, with project experience in predictive modeling, AI-powered applications, semantic search, and time-series forecasting. Skilled in Python, data preprocessing, feature engineering, machine learning model evaluation, and API development.

Education

2027

Bachelor of Computer Applications (BCA)

Sahyog College of IT and Management

Data Science and Machine Learning · Apr 2024 – Apr 2027

Data Science and Machine Learning · Apr 2024 – Apr 2027
2024

Higher Secondary Certificate (HSC)

Navjeevan High School and Junior College

Science · Feb 2024

Science · Feb 2024

Skills

<3 months

C SQL PHP RAG Java NumPy Python Pandas FastAPI XGBoost Streamlit JavaScript Embeddings scikit-learn Data Analysis Data Cleaning Model Training Computer Vision Semantic Search Model Evaluation Data Visualization Prompt Engineering Feature Engineering Large Language Models API Integration Understanding

Tools / apps / platforms

<3 months

Git MySQL Docker GitHub QDrant Gemini AI PostgreSQL Jupyter Notebook

Projects

Sales Forecasting & Demand Intelligence System

Python, Pandas, NumPy, Scikit-learn, XGBoost, SARIMA, Prophet, Streamlit

Developed a time-series forecasting pipeline to estimate future sales demand using historical sales data. Implemented and compared SARIMA, Prophet, and XGBoost forecasting approaches. Evaluated forecasting performance using MAE, RMSE, and MAPE to compare prediction errors. Developed an interactive Streamlit dashboard to visualize forecasts and communicate demand trends.
SIH — Explainable AI for Diabetic Retinopathy Screening

Python, Computer Vision, Image Processing, OpenCV

Worked on a computer vision pipeline for retinal fundus image preprocessing and diabetic retinopathy screening. Contributed to a five-class severity classification workflow for retinal image analysis. Applied image preprocessing and augmentation techniques to prepare images for model training. Explored explainability heatmaps to visualize image regions influencing model predictions.
SkillCart AI — AI-Powered Job Matching Platform

Python, FastAPI, Gemini Embeddings, Qdrant, PostgreSQL, Docker

Developed an AI-powered workflow for resume parsing and semantic job matching using embedding-based retrieval. Integrated Gemini embeddings and Qdrant vector search to identify relevant job opportunities based on candidate profiles and job requirements. Developed REST API endpoints using FastAPI and integrated PostgreSQL/Neon for application data management.

Courses & certifications

Introduction to GenerativeAI Studio · Google Cloud · 2026
The Ultimate Job Ready Data Science Course · CodeWithHarry · 2025

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