flask machine learning data science
Hello, I'm

Aaryan
Gole.

Aaryan Gole
💭 Hey

Backend-focused developer building scalable systems with Flask, Django, and AI-powered pipelines (RAG, NLP).

Aaryan Gole
💭 Hey
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About Me

I build scalable backend systems with integrated AI capabilities

I design and ship backend-first platforms with clean APIs, resilient architecture, and measurable performance. My recent work focuses on RAG pipelines, semantic retrieval, and production-oriented AI services that solve real user workflows.

Architecture Focus

Systems I Build

Production-oriented backend architectures built for reliability, performance, and clean delivery. This section describes how I design software, while the stack below shows the tools I use.

API Orchestration

Service boundaries, request validation, auth, and response shaping for maintainable backend contracts.

Retrieval Systems

Vector search, reranking, grounding, and prompt flow design for document-heavy AI products.

Event-Driven Logic

Background tasks, state changes, and workflow automation for real-time product behavior.

Real-time Processing

Low-latency event handling, streaming updates, and alert loops for time-sensitive use cases.

Delivery & Observability

Deployment-friendly systems with logging, stability checks, and production readiness in mind.

Programming

Python, JavaScript, C, SQL, HTML/CSS

Tool Stack

My Tech
Stack.

Languages, frameworks, and tooling I use to build and ship the systems above.

Frameworks

Flask, Django, ReactJS, Postman, Figma, Power BI

AI / ML & Data

TensorFlow, RNN, Transformers, RAG, NLP, Computer Vision

Tools & DevOps

Docker, Git, AWS (Basic), Linux Terminal, CI/CD


Experience & Education

Academic Intern

Citius Cloud | Jun 2024 – Jul 2024

Implemented RNN, Transformers, and RAG models in TensorFlow to build a chatbot trained on web-scraped data. Gained experience in building production-ready AI systems.

TensorFlow RNN Transformers RAG

Bachelor of Engineering - AI & Data Science

VCET, Vasai, MH | Nov 2022 – Present

Majoring in Artificial Intelligence and Data Science with a strong focus on machine learning, deep learning, and data analysis.

CGPA: 8.16/10
Data Analysis AI Algorithms Software Engineering

AISSCE (CBSE XII) - Science (PCM)

2022

Science stream with Physics, Chemistry, and Mathematics specialization.

Score: 74.00%

AISSE (CBSE X)

2020

Exceptional academic performance in CBSE Board Examination.

Score: 94.20%
Ranked as Top 2 Student in Academic Performance

Certifications

  • Fundamentals of Machine Learning - Microsoft Learn
  • Data Analytics Program - Godrej Infotech Ltd. (Centum Foundation)
  • MLOps with Data Version Control: CI/CD Using CML - Infosys Springboard
  • GenAI Academy - Google Cloud (Hack2Skill)
LawPal
View Demo
Research / Coursework

LawPal — Legal AI Assistant

Built a scalable Flask backend with RAG retrieval over legal corpora, enabling low-latency legal guidance with grounded responses.

35% faster responses 7k+ legal documents Semantic search
React OpenCV NLP Express RAG

System: RAG Pipeline | Vector DB | API Backend | Auth

Key Features:

  • Location-based legal updates with AI-generated summaries
  • Multilingual question answering for common legal scenarios
  • Document upload with legal analysis and quick recommendations
OptiResume-AI
View Demo
Research / Coursework

OptiResume — AI-Driven Resume Optimization

Designed an API-first resume optimization service with NLP scoring, structured parsing, and export-ready ATS document generation.

40% faster resume processing 6 ATS templates Semantic JD matching
React Flask NLP LaTeX Web Scraping

System: API Backend | NLP Scorer | Template Engine | Export Service

Key Features:

  • Automated JD keyword matching and score feedback
  • AI-assisted content enhancement for stronger bullets
  • Export-ready ATS templates in PDF and LaTeX
FinSlash
View Demo
Extra-Curricular

FinSlash — Loan Dashboard

Loan decision dashboard that helps lenders evaluate applicant risk and approve applications with explainable ML insights.

ML EDA Regression Streamlit

System: ML Scoring API | Analytics Dashboard | Feature Pipeline

Key Features:

  • End-to-end risk scoring from applicant attributes
  • Transparent feature-driven predictions for approvals
  • Interactive admin dashboard with real-time what-if analysis
Github Live Live System Available
Rento
View Demo
Research / Coursework

Rento — Tool Rental Hub

Built a Django-based rental backend with inventory workflows, booking state transitions, and role-based operations for admin and users.

50% faster booking flow Inventory lifecycle tracking Role-based access
Django Python Web Dev SQL

System: API Backend | SQL Data Model | Booking Engine | Auth

Key Features:

  • Search-first catalog with availability-aware booking
  • Role-based flows for customers and inventory admins
  • Booking lifecycle with checkout, return, and status tracking
Github Live Live System Available
CineSLEUTH
View Demo
Research / Coursework

CineSLEUTH — Movie Filter

Personalized movie recommendation engine combining text similarity and collaborative signals for accurate discovery.

Fuzzy-search TF-IDF Cosine Similarity

System: Retrieval Engine | Ranking Pipeline | Recommendation API

Key Features:

  • Hybrid ranking with TF-IDF + cosine similarity
  • Fast title matching using fuzzy search for typo tolerance
  • Smarter suggestions with Apriori collaborative patterns
Github Live Live System Available
DriveSense
View Demo
Extra-Curricular

DriveSense — Fatigue Monitor

Engineered a real-time CV backend pipeline for drowsiness detection with event-driven alerting and low-latency inference.

Sub-second alert loop Live landmark tracking Safety-first intervention
OpenCV Deep Learning TensorFlow

System: CV Inference Pipeline | Event Stream | Alert Engine

Key Features:

  • Live eye and face landmark tracking during driving
  • Risk detection for drowsiness, stress, and micro-sleeps
  • Non-intrusive audio alerts to restore attention safely
ArcadePy
View Demo
Extra-Curricular

ArcadePy — Game Suite

Classic Python arcade bundle combining multiple mini-games under one launcher with smooth keyboard-first controls.

PyGame Tkinter Game Dev

System: Modular Game Engine | UI Launcher | Input Loop

Key Features:

  • Unified menu to launch Slither, Pong, UFO, and Hangman
  • Lightweight local setup with single-entry execution
  • Fun-focused design with replay-friendly gameplay loops
Collatz
View Demo
Extra-Curricular

Collatz Conjecture — Algorithm Visualizer

Interactive number-theory visualizer that maps Collatz sequences into clear, explorable graph patterns.

Python Mathematics Visualization

System: Computation Pipeline | Visualization Layer | Interactive Controls

Key Features:

  • Computes complete 3x + 1 progression for any natural input
  • Graph-based view for sequence growth and convergence
  • Educational mode for algorithm intuition and exploration
CGPA Calculator
View Demo
Extra-Curricular

CGPA Calculator — Mumbai University

Academic performance companion for Mumbai University students to compute CGPA, trends, and target planning instantly.

HTML CSS JavaScript Mumbai University

System: Client-side Calculator Engine | Rules Mapper | Report Generator

Key Features:

  • Official formula-based CGPI and percentage calculations
  • Semester trend graphs with downloadable progress reports
  • Target planner for required SGPA prediction
Github Live Live System Available
LUME
View Demo
Extra-Curricular

LUME — AI Meme Suite

Image-to-meme generator that transforms user photos into share-ready meme cards using multimodal AI captioning.

AI BLIP Groq Computer Vision Meme Suite

System: Multimodal Inference API | Caption Pipeline | Media Renderer

Key Features:

  • Photo upload pipeline with context-aware caption generation
  • Topic-conditioned outputs using BLIP + Groq inference
  • One-click export for social-ready meme templates
Github Live Live System Available

Get In Touch

Let's connect!

I'm always interested in hearing about new projects and opportunities. Feel free to reach out using any of the methods below.

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