Manthan Jadav

About Me

Hey there! I'm Manthan Jadav, a Computer Science graduate who loves turning raw data and real-world problems into intelligent, scalable solutions. I work across AI, ML, Data Analytics, & Automation building everything from predictive models & computer vision systems to interactive dashboards & production-ready APIs. I enjoy simplifying complex ideas, creating clean & reliable workflows, and delivering measurable impact through technology. Curious by nature and driven by problem-solving, I’m always exploring new tools, improving my craft, & building solutions that are practical, efficient, & user-friendly.

AI Skills

ML Skills

Data & BI Skills

  • Artificial Intelligence
    - LLM integration (OpenAI, Gemini)
    - Prompt engineering & conversational design
    - Chatbot development (Dialogflow, custom NLP flows)
    - Intent classification & entity extraction
    - AI workflow automation & process optimization
  • Computer Vision (AI)
    - Face & object detection (MTCNN, Haar Cascade)
    - Feature extraction & similarity matching (ArcFace, VGG)
    - Image preprocessing, augmentation & annotation
    - Real-time inference optimization (OpenCV)
  • AI Deployment
    - REST API integration (Flask / FastAPI)
    - Streamlit UI for AI tools & demos
    - Model packaging and lightweight deployment
  • Core ML Competencies
    - Supervised & unsupervised learning
    - Classification, regression, clustering
    - Model tuning, evaluation & optimization
    - Metrics: accuracy, F1-score, recall, confusion matrix
  • Deep Learning
    - Neural networks (CNN, RNN, LSTM)
    - Transfer learning & feature extraction
    - Image-to-text modeling & sequence learning
    - TensorFlow, Keras & PyTorch fundamentals
  • ML Engineering
    - Data preprocessing & feature engineering
    - Building ML pipelines (ETL → training → inference)
    - Model validation & reproducibility practices
    - Handling imbalanced datasets & noisy data
  • Data Analysis & Processing
    - Exploratory Data Analysis (EDA)
    - Data cleaning, wrangling & transformation
    - Feature selection & dataset preparation
    - Advanced Excel (LOOKUPs, pivoting, dashboards)
  • Business Intelligence & Visualization
    - Power BI dashboard design & storytelling
    - DAX measures & data modelling
    - Interactive reports & KPI tracking
    - Power Query (M language) for ETL transformations
  • Databases & Querying
    - SQL (joins, aggregations, window functions)
    - Schema design & relational modelling
    - Query optimization & data retrieval
    - Working with structured & semi-structured data

My Work
Experience

Machine Learning
Intern

Fxis AI

Jan 2025 - May 2025

Built AI systems including a high-accuracy face recognition pipeline & a smart chatbot that reduced manual intervention by 90%. Contributed to Agile sprint delivery & collaborated across teams for on-time project execution.

Data Analyst
Intern

Infolabz IT Services

Jan 2025 - Apr 2025

Automated API-based ETL pipelines using Python, cutting manual processing by 40–90%. Created business dashboards in Power BI and Streamlit to enable instant insights and faster decision-making.

Python(Django)
Trainee

Infolabz IT Services

Jun 2024 - Jul 2024

Worked on backend development using Python and Django, focusing on clean APIs, data handling, and scalable web application logic. Contributed to internal tools and automation workflows.

Python(Web Scrapping)
Trainee

PRP Technologies

Jun 2024 - Jul 2024

Developed automated web-scraping scripts to collect, clean, and structure large-scale data efficiently. Improved data extraction workflows with Python, BeautifulSoup, and automation techniques.

Computer Engineering

GTU (Gujarat Technical University)

2021-2025

Graduated with strong fundamentals in computer science, algorithms, and data structures. Specialized in AI/ML and software development with hands-on projects in data analysis and web applications.

Higher Secondary Education

A.B. School, Navsari

2018-2020

Completed Higher Secondary with focus on Science Maths stream. Developed strong analytical and problem-solving skills that laid the foundation for pursuing engineering.

Secondary School Education

SIGV School, Chikhali

2016-2018

Completed secondary education with a balanced curriculum covering academics, sports, and co-curricular activities. Developed leadership skills and academic excellence.

My Services

End-to-End Machine Learning & AI Solutions

From designing predictive models to deploying AI systems, I develop solutions for real-world problems such as disease diagnosis, recommendation systems, and trend prediction. I handle data preprocessing, model building, and deployment for actionable, automated insights.

Learn More

Data Analysis & Business Intelligence

I help businesses and individuals make data-driven decisions by analyzing and visualizing data through interactive dashboards, reports, and insights. Tools include Power BI, Excel, and Streamlit to convert raw data into meaningful, actionable intelligence.

Learn More

AI-Powered Chatbot Development

Designing intelligent chatbots for customer support, food ordering, FAQs, or virtual assistants. These bots, built with Dialogflow or custom NLP models, improve engagement, reduce manual effort, and operate 24/7 across web or messaging platforms.

Learn More

Computer Vision & Image Processing

Implement CV solutions for face detection, object recognition, and image-based analytics. Applications include healthcare imaging, automated quality checks, and intelligent visual detection systems using OpenCV, Python, and deep learning models.

Learn More

AI & Workflow Automations

Automate repetitive tasks and business workflows using AI, Python scripts, or custom automation pipelines. From resume parsing to document summarization or predictive analytics pipelines, I create systems that save time and enhance operational efficiency.

Learn More

Recommendation Engines

Build intelligent recommendation systems for books, movies, restaurants, or products. Using collaborative filtering, content-based filtering, and hybrid models, I deliver personalized suggestions to enhance user experience and engagement.

Learn More

My Projects

All

ML

Dashboard

Chatbot

Advanced AI

Smart Healthcare Hub

🔬 Take charge of your health with this ML-powered Disease Diagnosis Web App!
From smart predictions (Diabetes, Heart, Cancer, Viral) to chatbot advice and lifestyle tips it’s your personal health buddy with a sleek UI and AI brains with smart healthy diet plan, all built with Flask and open-source love!

Snacky

AI-Powered Food Service Chatbot

This project is my final year project in college. I developed and deployed a Dialogflow-based chatbot to automate 90% of customer interactions for an online food delivery service, reducing support workload and increasing order completions by 30% through data-driven response optimization.

Face Dark Spots &
Eyes Detection

A computer vision application using OpenCV that detects faces, eyes, and dark spots under the eyes. It includes severity grading and annotated outputs, making it useful for cosmetic analysis, medical imaging, or AI-based face preprocessing tasks.

BookVerse

AI-Powered Reading Companion

Unleash your inner bookworm with this ML-powered Book Recommendation Web App! Built for curious readers, it smartly suggests your next favorite read stylish UI, witty surprises, and open-source magic all rolled into one!.

Hospital Managment Dashboard

This end-to-end BI project visualizes operational data of a hospital using Power BI. It provides a view of hospital performance across departments such as Patient Care, Doctor Management, Hospital Operations, & Financial Analytics. The goal was to build a dashboard that enables healthcare admin to make data-driven decisions.

Blinkit Business Intelligence Dashboard

An interactive Power BI dashboard designed to analyze Blinkit's operational data, uncovering insights on sales trends, product performance, inventory bottlenecks, and regional growth. It empowers data-driven decision-making to optimize operations and boost revenue.

Weather Dashboard

This end-to-end BI project visualizes operational data of a hospital using Power BI. It provides a view of hospital performance across departments such as Patient Care, Doctor Management, Hospital Operations, & Financial Analytics. The goal was to build a dashboard that enables healthcare admin to make data-driven decisions.

LiteNote

AI Summarizer for YouTube & Docs

An AI-powered productivity tool that summarizes long videos, articles, and documents into concise, actionable notes. Built with Streamlit and Google Gemini, LiteNote allows users to quickly capture insights, save time, and focus on the most important content.

FlavorFinder

Restaurant Recommendation

An AI-powered smart food discovery app that provides personalized restaurant recommendations based on cuisine, location, ratings, and user preferences. Built with Streamlit and collaborative filtering, it helps users discover trending, highly-rated, and tailored dining options effortlessly.

ResumeHub

AI-Powered Resume Parser & Matcher

An AI-driven recruiting assistant that parses resumes, extracts structured data, and matches candidates to job descriptions using Google Gemini and TF-IDF semantic similarity. It helps recruiters save time, detect missing keywords, and improve hiring efficiency with a clean, modern UI.

AskDB

AI-Powered SQL Assistant

AskDB is an intelligent web app that lets users query databases in plain English using LLMs. Built with Flask and TailwindCSS, it automatically converts natural language into SQL, executes queries, and visualizes the results with interactive analytics making data exploration effortless for both technical and non-technical users.

Pix2Caption

Image Caption Generator

Pix2Caption is an image-to-text system that uses a pretrained CNN encoder and an LSTM decoder to generate natural language captions for photos. A custom data generator handles preprocessing and batching, enabling training on large image–caption datasets to produce descriptive, human-like captions automatically.

See More

Contact Me

mathanjadav746@gmail.com

+91-9313039112

Download CV

Copyright © Manthan. Made with