Saumya Gautam

Junior Python & Machine Learning Developer

Lucknow, Uttar Pradesh, India

@saumya_gautam

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About

Junior Python and Machine Learning developer with a B.Sc. in Mathematics and hands-on experience building AI/ML and agentic applications. Proficient in Python, PyTorch, Scikit-learn, SQL, and Streamlit, with a strong foundation in mathematics and data structures.

Education

2024

B.Sc. in Mathematics

Mathematics · 2021 – 2024

Mathematics · 2021 – 2024
2021

Senior Secondary

2021
2019

Secondary

2019

Skills

<3 months

SQL Oop NumPy Python Pandas PyTorch HTML&CSS Streamlit Mediapipe Statistics Mathematics scikit-learn Computer Vision Data Structures Machine Learning Natural Language Processing

Tools / apps / platforms

<3 months

Git GitHub Jupyter Notebook

Projects

AI Gym Trainer — Exercise Tracking System

Python, MediaPipe, NumPy, OpenCV, Streamlit

Engineered an AI Gym Trainer web application using MediaPipe Pose for real-time posture analysis and automated repetition counting. Developed joint angle calculation and trigonometry-based posture evaluation algorithms to score form accuracy. Integrated session history logging, calorie estimation metrics, and downloadable CSV report capabilities.
Neural Style Transfer

Python, PyTorch, NumPy, Pandas

Created a Neural Style Transfer web application utilizing VGG19, Adaptive Instance Normalization (AdaIN), and PyTorch backends. Enabled users to blend content and style images dynamically with customizable intensity controls (Alpha slider). Integrated tensor-based image transformations and optimized feature representations for real-time visual output generation.
SnapClass — Attendance Management System

Python, SQL, Streamlit

Developed SnapClass, a web-based attendance and user management system featuring segregated student/teacher portals. Implemented course enrollment workflows, role-based database schemas, and biometric data collection interfaces (facial and voice uploads). Deployed the interactive web interface to Streamlit Cloud for seamless desktop and mobile accessibility.
AI Resume ATS — Smart Resume Screening

Python, scikit-learn, NumPy, Pandas, Streamlit, SQL

Built an AI-powered resume ATS web application using Streamlit and Python to evaluate candidate alignment against job descriptions. Implemented text preprocessing, keyword extraction, and vector matching algorithms to deliver automated scoring and skill gap insights. Validated parsing and scoring workflows using sample resume sets and job descriptions across multiple domains.
Agentic AI Suite & YouTube Analyzer

Python, Agno, Groq API, Streamlit, SQL, yt-dlp

Engineered an ecosystem of modular AI agents using Agno and Groq LLMs, implementing stateful memory persistence and multi-agent collaboration teams. Developed and deployed a full-stack YouTube Video Analyzer web application on Streamlit Cloud utilizing yt-dlp and dynamic tool-calling for automated video transcription, metadata extraction, and time-stamped summaries.
AI Gym Trainer — Exercise Tracking System

Python, MediaPipe, NumPy, OpenCV, Streamlit

Engineered an AI Gym Trainer web application using MediaPipe Pose for real-time posture analysis and automated repetition counting. Developed joint angle calculation and trigonometry-based posture evaluation algorithms to score form accuracy. Integrated session history logging, calorie estimation metrics, and downloadable CSV report capabilities.
Neural Style Transfer

Python, PyTorch, NumPy, Pandas

Created a Neural Style Transfer web application utilizing VGG19, Adaptive Instance Normalization (AdaIN), and PyTorch backends. Enabled users to blend content and style images dynamically with customizable intensity controls (Alpha slider). Integrated tensor-based image transformations and optimized feature representations for real-time visual output generation.
SnapClass — Attendance Management System

Python, SQL, Streamlit

Developed SnapClass, a web-based attendance and user management system featuring segregated student/teacher portals. Implemented course enrollment workflows, role-based database schemas, and biometric data collection interfaces (facial and voice uploads). Deployed the interactive web interface to Streamlit Cloud for seamless desktop and mobile accessibility.
AI Resume ATS — Smart Resume Screening

Python, scikit-learn, NumPy, Pandas, Streamlit, SQL

Built an AI-powered resume ATS web application using Streamlit and Python to evaluate candidate alignment against job descriptions. Implemented text preprocessing, keyword extraction, and vector matching algorithms to deliver automated scoring and skill gap insights. Validated parsing and scoring workflows using sample resume sets and job descriptions across multiple domains.
Agentic AI Suite & YouTube Analyzer

Python, Agno, Groq API, Streamlit, SQL, yt-dlp

Engineered an ecosystem of modular AI agents using Agno and Groq LLMs, implementing stateful memory persistence and multi-agent collaboration teams. Developed and deployed a full-stack YouTube Video Analyzer web application on Streamlit Cloud utilizing yt-dlp and dynamic tool-calling for automated video transcription, metadata extraction, and time-stamped summaries.

Courses & certifications

AI Projects Module · Apna College Full-Stack Machine Learning Application Development
Prime AI/ML Batch · Apna College Certificate of Completion
AI Projects Module · Apna College Full-Stack Machine Learning Application Development
Prime AI/ML Batch · Apna College Certificate of Completion

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