Ilesh Patel — Artificial Intelligence Engineer

everything glued in so far

Projects & Innovations

A curated showcase of 10 AI systems, quantitative models, and full-stack web applications.

AI-Powered Resume Analyzer & Career Intelligence Platform (TalentIQ)

2026

AI-driven resume parsing and career intelligence platform providing role matching, ATS scoring, skill gap detection, and career path recommendations using Sentence-Transformers.

✦Built with Python, FastAPI, Streamlit, and Sentence-Transformers for semantic resume scoring.
✦Instant AI-driven insights on ATS score, role matching, missing skills, and career path recommendations.
✦Extracts structured text from uploaded PDF/DOCX resumes for NLP analysis.

PythonFastAPIStreamlitSentence-TransformersNLPPyPDF2

AI-Powered Logistics Intelligence & Command System (LICS)

Live Demo ↗GitHub ↗

2025

Human-in-the-loop logistics decision intelligence system assessing pre-dispatch shipment risk using Decision Tree Classifier and real-time Weather API integration.

✦Human-in-the-loop operational control tower evaluating delivery risk before dispatch.
✦Features 3 role-based views (Seller, Manager, Supervisor) with override tracking and audit logging.
✦Combines Decision Tree ML model, WeatherAPI live data, and operational constraints.

PythonStreamlitScikit-learnDecision TreesPandasWeather API

Stock Trend Prediction & Financial Analytics

Live Demo ↗GitHub ↗

2025

AI-powered financial forecasting web app utilizing LSTM neural networks for deep learning stock price prediction with moving average fallback and VADER sentiment analysis.

PythonStreamlitTensorFlowKerasLSTMPlotlyyfinance

Pocket Planner — Personal Finance & Receipt Capture

Live Demo ↗GitHub ↗

2025

Full-stack AI-assisted personal finance manager featuring OCR receipt scanning, structured transaction extraction, PDF reports, and automated email summaries.

ReactTypeScriptNode.jsExpressMongoDBTailwind CSSZod

Digital Mindset Prediction Tool & Transformation Assessment

Live Demo ↗GitHub ↗

2025

AI-driven organizational readiness tool using Lasso Regression to evaluate behavioral, organizational, and demographic metrics for digital transformation.

✦L1-regularized Lasso Regression model trained on 30 behavioral & demographic features.
✦Categorizes digital transformation readiness (Digital Laggard to Digital Innovator).
✦Interactive Plotly gauge charts, score breakdown analytics, and custom weighted scoring fallback.

PythonStreamlitScikit-learnLasso RegressionPlotlyJoblib

CodeOrbit Hub — Web App & API Collection

Live Demo ↗GitHub ↗

2025

Interactive portal showcasing 35+ web applications across 7 categories including Data APIs, AI/ML demonstrations, finance, science, and web utilities.

✦Centralized interactive hub featuring 35+ mini web applications organized in 7 categories.
✦Real-time client-side search, tag filtering, and dynamic pagination with 'Load More'.
✦Demonstrates REST APIs (NASA, World Bank, CoinGecko) and AI/ML integrations (OpenCV, spaCy).

JavaScriptHTML5CSS3REST APIsVanilla JSEmailJS

EduRecruit — Campus Placement Portal

Live Demo ↗GitHub ↗

2025

Full-stack campus placement management system connecting students, recruiters, and TPO officers with automated eligibility checks and application tracking.

ReactNode.jsExpressMongoDBTailwind CSSFramer MotionJWT

PocketQuant — Merchant Liquidity Shortage Prediction

Live Demo ↗GitHub ↗

2025

End-to-end ML system predicting merchant 48-hour liquidity shortages using XGBoost with high precision/recall, FastAPI prediction engine, and Streamlit dashboard.

PythonXGBoostFastAPIStreamlitSHAPScikit-learnPandas

Nexus Café — Futuristic Coffee Shop Showcase

Live Demo ↗GitHub ↗

2025

Futuristic, dark-themed animated coffee shop web experience featuring GSAP scroll-triggered animations, glassmorphism UI, and an interactive category menu.

✦Futuristic dark-mode UI with frosted glassmorphism elements, dynamic gradient borders, and spotlight lighting.
✦GSAP & ScrollTrigger scroll-driven reveals, counter animations, and staggered card transitions.
✦Interactive single-page layout with dynamic category filtering (Coffee, Tea, Bites, Sweets).

HTML5Tailwind CSSJavaScriptGSAPScrollTriggerFontAwesome

Insight Visions — Photography Gallery Web App

Live Demo ↗GitHub ↗

2025

Modern responsive photo gallery web app featuring interactive lightbox modal viewing, category filtering, search, and automatic slideshow controls.

HTML5CSS3JavaScriptTailwind CSSFontAwesome

the toolkit

Skills

AI & Machine Learning

Deep LearningNeural Networks & TransformersLarge Language Models (LLMs)Retrieval-Augmented Generation (RAG)NLP & Semantic SearchEmbeddings & Vector SimilarityPrompt Engineering & EvaluationModel Benchmarking & Error AnalysisHallucination Mitigation & GuardrailsFeature Engineering & Data Preprocessing

Generative AI Systems

LLM Application DesignContext Management & Chunking StrategiesMulti-step Reasoning PipelinesAI Agents & Tool-calling WorkflowsStructured Output Generation

Model Deployment & Inference

Model Deployment (Flask / FastAPI)REST API Development for PredictionsInference Workflows & Latency Optimization

Frameworks & Libraries

Pandas, NumPy, Scikit-learnPyTorch, TensorFlowMatplotlib, Seaborn, PlotlyFlask / FastAPIHugging Face Transformers

Web Programming & Backend

HTML, CSS, JS (React / Next.js), TypeScriptResponsive UI (Bootstrap / Tailwind)Node.js & Express.jsDockerREST APIs & Async Services

Database Management Systems

DBMS / RDBMS Fundamentals (Normalization, Indexing, Transactions)MySQL (Queries, Joins, Aggregations)PostgreSQL (Relational Design & Integration)MongoDB (Document Data Modeling)

Tools & Programming Languages

Python (Primary)SQL, JavaScript, HTML, CSSGit & GitHubVS Code / Jupyter NotebookDockerAI Agent IDEs (Cursor / Claude Code)

Soft Skills

Problem-solving & Analytical ThinkingAttention to DetailFlexibility & Active LearningCommunication & PresentationAdaptability & Team Collaboration

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everything glued in so far

Projects & Innovations

A curated showcase of 10 AI systems, quantitative models, and full-stack web applications.

AI-Powered Resume Analyzer & Career Intelligence Platform (TalentIQ)

Live Demo ↗GitHub ↗

2026

AI-driven resume parsing and career intelligence platform providing role matching, ATS scoring, skill gap detection, and career path recommendations using Sentence-Transformers.

✦Built with Python, FastAPI, Streamlit, and Sentence-Transformers for semantic resume scoring.
✦Instant AI-driven insights on ATS score, role matching, missing skills, and career path recommendations.
✦Extracts structured text from uploaded PDF/DOCX resumes for NLP analysis.

PythonFastAPIStreamlitSentence-TransformersNLPPyPDF2

AI-Powered Logistics Intelligence & Command System (LICS)

Live Demo ↗GitHub ↗

2025

Human-in-the-loop logistics decision intelligence system assessing pre-dispatch shipment risk using Decision Tree Classifier and real-time Weather API integration.

✦Human-in-the-loop operational control tower evaluating delivery risk before dispatch.
✦Features 3 role-based views (Seller, Manager, Supervisor) with override tracking and audit logging.
✦Combines Decision Tree ML model, WeatherAPI live data, and operational constraints.

PythonStreamlitScikit-learnDecision TreesPandasWeather API

Stock Trend Prediction & Financial Analytics

Live Demo ↗GitHub ↗

2025

AI-powered financial forecasting web app utilizing LSTM neural networks for deep learning stock price prediction with moving average fallback and VADER sentiment analysis.

PythonStreamlitTensorFlowKerasLSTMPlotlyyfinance

Pocket Planner — Personal Finance & Receipt Capture

Live Demo ↗GitHub ↗

2025

Full-stack AI-assisted personal finance manager featuring OCR receipt scanning, structured transaction extraction, PDF reports, and automated email summaries.

ReactTypeScriptNode.jsExpressMongoDBTailwind CSSZod

Digital Mindset Prediction Tool & Transformation Assessment

Live Demo ↗GitHub ↗

2025

AI-driven organizational readiness tool using Lasso Regression to evaluate behavioral, organizational, and demographic metrics for digital transformation.

✦L1-regularized Lasso Regression model trained on 30 behavioral & demographic features.
✦Categorizes digital transformation readiness (Digital Laggard to Digital Innovator).
✦Interactive Plotly gauge charts, score breakdown analytics, and custom weighted scoring fallback.

PythonStreamlitScikit-learnLasso RegressionPlotlyJoblib

CodeOrbit Hub — Web App & API Collection

Live Demo ↗GitHub ↗

2025

Interactive portal showcasing 35+ web applications across 7 categories including Data APIs, AI/ML demonstrations, finance, science, and web utilities.

✦Centralized interactive hub featuring 35+ mini web applications organized in 7 categories.
✦Real-time client-side search, tag filtering, and dynamic pagination with 'Load More'.
✦Demonstrates REST APIs (NASA, World Bank, CoinGecko) and AI/ML integrations (OpenCV, spaCy).

JavaScriptHTML5CSS3REST APIsVanilla JSEmailJS

EduRecruit — Campus Placement Portal

Live Demo ↗GitHub ↗

2025

Full-stack campus placement management system connecting students, recruiters, and TPO officers with automated eligibility checks and application tracking.

ReactNode.jsExpressMongoDBTailwind CSSFramer MotionJWT

PocketQuant — Merchant Liquidity Shortage Prediction

Live Demo ↗GitHub ↗

2025

End-to-end ML system predicting merchant 48-hour liquidity shortages using XGBoost with high precision/recall, FastAPI prediction engine, and Streamlit dashboard.

PythonXGBoostFastAPIStreamlitSHAPScikit-learnPandas

Nexus Café — Futuristic Coffee Shop Showcase

Live Demo ↗GitHub ↗

2025

Futuristic, dark-themed animated coffee shop web experience featuring GSAP scroll-triggered animations, glassmorphism UI, and an interactive category menu.

✦Futuristic dark-mode UI with frosted glassmorphism elements, dynamic gradient borders, and spotlight lighting.
✦GSAP & ScrollTrigger scroll-driven reveals, counter animations, and staggered card transitions.
✦Interactive single-page layout with dynamic category filtering (Coffee, Tea, Bites, Sweets).

HTML5Tailwind CSSJavaScriptGSAPScrollTriggerFontAwesome

Insight Visions — Photography Gallery Web App

Live Demo ↗GitHub ↗

2025

Modern responsive photo gallery web app featuring interactive lightbox modal viewing, category filtering, search, and automatic slideshow controls.

HTML5CSS3JavaScriptTailwind CSSFontAwesome

the toolkit

Skills

AI & Machine Learning

Generative AI Systems

LLM Application DesignContext Management & Chunking StrategiesMulti-step Reasoning PipelinesAI Agents & Tool-calling WorkflowsStructured Output Generation

Model Deployment & Inference

Model Deployment (Flask / FastAPI)REST API Development for PredictionsInference Workflows & Latency Optimization

Frameworks & Libraries

Pandas, NumPy, Scikit-learnPyTorch, TensorFlowMatplotlib, Seaborn, PlotlyFlask / FastAPIHugging Face Transformers

Web Programming & Backend

HTML, CSS, JS (React / Next.js), TypeScriptResponsive UI (Bootstrap / Tailwind)Node.js & Express.jsDockerREST APIs & Async Services

Database Management Systems

DBMS / RDBMS Fundamentals (Normalization, Indexing, Transactions)MySQL (Queries, Joins, Aggregations)PostgreSQL (Relational Design & Integration)MongoDB (Document Data Modeling)

Tools & Programming Languages

Python (Primary)SQL, JavaScript, HTML, CSSGit & GitHubVS Code / Jupyter NotebookDockerAI Agent IDEs (Cursor / Claude Code)

Soft Skills

Problem-solving & Analytical ThinkingAttention to DetailFlexibility & Active LearningCommunication & PresentationAdaptability & Team Collaboration