DEVELOPER
Hi, I'm Dipratna
AI & Data Science undergraduate passionate about building scalable microservices, generative AI pipelines, contextual RAG chatbots, and immersive web experiences.
Cinematic Scrub Sequence
Engineering the Future of AI
Developing domain-grounded conversational agents, automated vector index pipelines, and custom RAG databases.
Automating Data Pipelines
Engineering Selenium agents and scheduled scrapers to ingest records, reducing manual workload by 70%.
Building Modern Interfaces
Deploying responsive client hubs with Next.js, high-speed Streamlit pipelines, and gorgeous WebGL effects.
Who Is Dipratna?
A Passion for Intelligence & Scalability
I am an AI & Data Science student at DKTE Engineering Institute, specializing in the intersection of machine learning, natural language processing, and modern backend engineering. My journey is focused on building applications that don't just work, but adapt, learn, and scale.
During my internship at Sunbeam Infotech, I engineered production-grade RAG applications, improving query response relevance by 30% and automating ingestion flows with Selenium to save 70% manual effort. I thrive in environments that challenge me to solve complex real-world problems.
Current Status
B.Tech Undergrad (AIDS)
Base Location
Pune / Kolhapur, IN
Internship Experience
RAG Queries Handled
Manual Work Reduced
Academic Record
Selected Works
A showcase of machine learning pipelines, custom RAG architecture, automation agents, and modern full-stack web applications.
Sunbeam Chatbot
RAG-Based AI Query System for course and internship queries.
Smart Task Organizer (STO)
Role-based task management application with dynamic assignment.
Resume AI Screener
Semantic CV analyzer and candidate ranking dashboard.
AI Medical Image Classifier
Deep learning model for medical image analysis using OpenCV.
Data Pipeline Automator
Automated ingestion pipeline with scheduled triggers.
Technical Arsenal
A comprehensive set of tools, libraries, and frameworks powering intelligence-driven systems.
AI & Machine Learning
Building intelligent applications, RAG systems, and data pipelines.
Backend & Database
Designing robust server architectures, REST APIs, and database schemas.
Cloud, Tools & Frontend
Developing responsive frontend dashboard and deploying in cloud.
Creative Tools
Professional video editing, graphics design, and motion graphics.
My Journey
A chronological timeline of my educational milestones and professional internships in AI/ML and software development.
Generative AI Intern
Sunbeam Infotech Pvt. Ltd., Pune
Engineered RAG-based Generative AI applications using cloud-hosted and local LLMs, supporting 500+ user queries. Improved response relevance by 30% using optimized embeddings and vector-based retrieval. Automated data ingestion pipelines using Selenium, reducing manual effort by 70%. Built interactive Streamlit dashboards and integrated modular AI workflows.
AI-ML Virtual Intern
Google for Developers × EduSkills
Applied supervised and unsupervised Machine Learning algorithms on structured datasets. Performed data preprocessing, feature engineering, and model evaluation in Python.
B.Tech in AI & Data Science
DKTE Engineering Institute
Currently pursuing B.Tech in Artificial Intelligence & Data Science. Academic CGPA of 7.50 / 10. Building strong fundamentals in data pipelines, database management systems, and algorithms.
Class XII
Maharashtra State Board
Completed Higher Secondary Certificate (HSC) in science streams. Secured 69.50% score.
Class X
Maharashtra State Board
Completed Secondary School Certificate (SSC). Secured 85.50% score.
Credentials & Certifications
Flip the cards to see verified details and key technical competencies validated by global platforms.
AWS Academy Graduate - Data Engineering
Amazon Web Services (AWS)
AI-ML Virtual Intern
Google for Developers x EduSkills
Introduction to Machine Learning
Coursera
Adobe Certified Professional - Video Editing
Adobe
Insights
Demystifying RAG: Building Context-Grounded Chatbots
How I implemented Retrieval-Augmented Generation (RAG) using LangChain and Vector Databases to achieve 30% higher relevance for domain-specific queries.
Data Ingestion at Scale: Automating Pipelines with Selenium
Overcoming dynamic rendering obstacles during web content ingestion. How we engineered a pipeline that reduced manual work by 70%.
Beyond Accuracy: ML Model Evaluation in Python
A practical guide to evaluating classifiers: handling class imbalance, computing precision-recall curves, and setting up clean validation folds.
Kind Words
Feedback from clients and collaborators I've had the pleasure of working with.
Project Director
Sunbeam Infotech Pvt. Ltd.
"Dipratna's RAG chatbot was a game-changer for our enrollment team, resolving hundreds of queries with extremely high accuracy."
Lead Engineer
Automation Dept, Sunbeam Infotech
"Excellent skills in Python data automation. The Selenium ingestion pipeline he built saved our database engineers hours of manual content aggregation."
Prof. S. R. Patil
DKTE Engineering Institute
"A highly dedicated undergraduate student who understands the math behind Machine Learning and implements it in clean, structured code."
Creative Lead
Developer Student Club, DKTE
"Beyond core coding, his creative design sense and video editing capabilities make him a uniquely versatile developer."
Project Director
Sunbeam Infotech Pvt. Ltd.
"Dipratna's RAG chatbot was a game-changer for our enrollment team, resolving hundreds of queries with extremely high accuracy."
Lead Engineer
Automation Dept, Sunbeam Infotech
"Excellent skills in Python data automation. The Selenium ingestion pipeline he built saved our database engineers hours of manual content aggregation."
Prof. S. R. Patil
DKTE Engineering Institute
"A highly dedicated undergraduate student who understands the math behind Machine Learning and implements it in clean, structured code."
Creative Lead
Developer Student Club, DKTE
"Beyond core coding, his creative design sense and video editing capabilities make him a uniquely versatile developer."
Project Director
Sunbeam Infotech Pvt. Ltd.
"Dipratna's RAG chatbot was a game-changer for our enrollment team, resolving hundreds of queries with extremely high accuracy."
Lead Engineer
Automation Dept, Sunbeam Infotech
"Excellent skills in Python data automation. The Selenium ingestion pipeline he built saved our database engineers hours of manual content aggregation."
Prof. S. R. Patil
DKTE Engineering Institute
"A highly dedicated undergraduate student who understands the math behind Machine Learning and implements it in clean, structured code."
Creative Lead
Developer Student Club, DKTE
"Beyond core coding, his creative design sense and video editing capabilities make him a uniquely versatile developer."
Let's work
together.
I'm currently available for freelance projects and open to full-time opportunities. If you have a project that needs some creative touch, I'd love to hear about it.
Download Resume