Computer engineering · AI/ML · Backend

I build systems that turn complex ideas into useful software.

I’m Parag Patil, a final-year computer engineering student exploring how dependable backends, machine learning, and thoughtful interfaces can solve real operational problems.

Explore selected work View resume

Education: B.E. · 2027
Current CGPA: 9.41 / 10
Based in: Maharashtra, India

Parag Patil, computer engineering student and software developer

Parag Patil / Engineer

Production-minded backend systems

Applied machine learning

Interfaces that clarify complexity

Selected work / 2024—2026

Engineering stories, not a wall of cards.

Four verified projects spanning clinical data, agricultural intelligence, generative learning tools, and neural compression.

ECG waveform visualization from the NCEP project repository

CASE / 01

Clinical data / Backend engineering

NCEP Clinical Precision Platform

An ECG processing workflow designed around canonical records, reliable ingestion, validation, and reporting—not a claim of clinical deployment.

Multi-format ECG parsing and metadata validation
FastAPI services with PostgreSQL, SQLAlchemy, and Alembic
HTML and PDF reporting workflows with test coverage

FastAPIPostgreSQLPythonNext.js

View repository

KrishiSense agricultural monitoring and crop insurance interface supplied by Parag Patil

CASE / 02

SIH 2025 / Agricultural intelligence

KrishiSense

A farm-level crop-yield and damage-analysis system combining weather, satellite, soil, segmentation, OCR, and ensemble models for PMFBY workflows.

Random Forest, XGBoost, and LightGBM ensemble pipeline
Sentinel imagery, NASA weather data, and SAM segmentation
Project-reported low-latency API and model evaluation workflows

PythonMLNext.jsGeospatial

View repository

Quiz Central dashboard interface supplied by Parag Patil

CASE / 03

Full-stack / AI-assisted learning

Quiz Central

A full-stack quiz platform that turns uploaded learning material into assessments, supports multiple sign-in flows, and tracks learner progress.

Gemini and Groq-assisted quiz generation
MongoDB-backed auth, quiz, and analytics workflows
Document ingestion plus AWS S3 and email integrations

Next.jsTypeScriptMongoDBGemini

View repository

Compression quality comparison chart from the Image Compression repository

CASE / 04

AI/ML / Applied research

Document Image Compression

A convolutional autoencoder experiment for compressing document imagery while measuring reconstruction quality and compression trade-offs.

Encoder-decoder architecture for 256 × 256 grayscale inputs
SSIM, PSNR, MSE, and compression-ratio evaluation
FastAPI interface for repeatable comparison workflows

TensorFlowPythonFastAPIAutoencoder

View repository

Experience

Learning in production contexts.

Practical experience applying backend engineering and machine learning to real-world product workflows.

01 Jul 2026 — 30 Sep 2026

Backend Intern

22Neuro · Transcend Discoveries Pvt Ltd

Developed backend workflows for ECG data ingestion, canonical record management, FastAPI-based parsing and validation, PostgreSQL migrations, reporting, and automated testing.

01 Jan 2026 — 31 Jan 2026

AI/ML Intern

Sumago Infotech Pvt Ltd

Built and evaluated an autoencoder-based image-compression workflow, including preprocessing, encoder-decoder modeling, visual quality checks, metrics, and hyperparameter tuning.

Research & recognition

Evidence-led work, from papers to hackathons.

Published papers: 02
Smart India Hackathon Winner: 01
Other national hackathons: 5+

Blockchain systems · agricultural sensing · applied machine learning

IEEE INDISCON 2025 · DOI verified via LinkedIn

Redefining Trust in the Food Chain with Blockchain and ML

Published in the 2025 IEEE 6th India Council International Subsections Conference; conference held 21–23 August 2025 and added to IEEE Xplore on 2 December 2025.

Open publication ↗

IJIRMPS · 07 Dec 2025 · DOI verified via LinkedIn

From Satellite to Soil: A High-Resolution Hybrid Sensing Framework for Accurate Farm-Level Yield Estimation and Transparent Crop Insurance

Paper ID 232843 in the International Journal of Innovative Research in Engineering & Multidisciplinary Physical Sciences.

Open publication ↗

National hackathon circuit

Finalist and ranked finishes

Some other national hackathons participation

January 202521st rank

CMR Hackfest 2.0

CMR Engineering College, Hyderabad

February 2025Finalist

Techfiesta 2025

Pune Institute of Computer Technology

March 202513th rank

TechPragyan

Amrutvahini College of Engineering

July 2025Finalist

Kleos 3.0

D Y Patil University, Navi Mumbai

Smart India Hackathon 2025

Winner · Team Graviton · PS-SIH25263

A proud milestone for Team Graviton—winning the SIH 2025 Software Edition and receiving the ₹1,50,000 award.

Parag Patil holding the SIH 2025 winner award and cheque

01 / Capabilities

A practical stack for end-to-end problem solving.

Languages

PythonCore
JavaApplied
JavaScriptApplied
TypeScriptApplied
SQLApplied

Product

ReactApplied
Next.jsApplied
HTMLApplied
CSSApplied
REST APIsCore

Backend & data

FastAPICore
MySQLApplied
MongoDBApplied
PostgreSQLApplied
GitCore

Foundations

DSAApplied
OOPApplied
ML evaluationApplied
Problem solvingCore
System design basicsFamiliar

02 / Certifications

Certifications & learning.

Selected coursework and presentation credentials.

Oct 2025

Generative AI Leader Track

Google Cloud Skills Boost

Aug 2025

INDISCON presentation certificate

IEEE · NIT Rourkela

Sep 2024

Red Hat System Administration I

Red Hat training center

03 / More experiments

Additional systems in the repository.

Smaller explorations that extend the main project stories.

01Food TraceabilitySolidity, Ethereum, QR-backed supply-chain records 02Onion Storage VentilationRandom Forest control logic for an ESP32 ventilation system

Start a conversation

Let’s build something considered and useful.

patilparag973@gmail.com GitHub LinkedIn