Yagnesh
SOFTWARE ENGINEER (AI/ML) @ ATRONOUS.AI
YAGNESH MANGALI
Building scalable AI systems for e-commerce data extraction and enrichment (LLMs · OCR · Scraping)
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VIEW PROJECTS LINKEDIN RESUME
350K+ SKUS PROCESSED
120+ SITES SCRAPED
60% QA EFFORT REDUCED
AI / ML ENGINEER
ATRONOUS.AI
Yagnesh Mangali
ABOUT ME

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Yagnesh Mangali
YAGNESH MANGALI
AI / ML Engineer

I'm an AI/ML Software Engineer building production-grade ML systems and LLM-powered pipelines that turn unstructured web and PDF data into reliable, structured signals at scale.

Currently at Atronous.ai in Milpitas, CA — owning systems end-to-end from model selection and data extraction pipelines through to API integration and deployment.

MS in Data Science from University at Buffalo · B.Tech in Artificial Intelligence from VJIT Hyderabad. Also contributed to the VJIT Nano Satellite (ANURAGSAT) mission during undergrad.

EMAILyagneshub23@gmail.com
FOCUSAI/ML · LLMs · GenAI
BASEDMilpitas, CA
OPEN TOFull-time AI/ML Roles
// ACHIEVEMENTS
🏆  1st Place — Contrive-2023 Project Expo  ·  Ranked 1st among 130 teams · ₹10,000 award by IIIC at VJIT  ·  Jan 2023
CAREER

EXPERIENCE

ATRONOUS.AI
Software Engineer — AI/ML
JUL 2025 — PRESENT
ATRONOUS.AI
Software Engineer Intern
FEB 2025 — JUN 2025
VJITSAT
Mission Management Team
APR 2022 — MAY 2023
LETSGROWMORE
Data Science Intern
JAN 2022 — FEB 2022
    TOOLKIT

    TECHNICAL SKILLS

    LanguagesDAILY USE
    PythonSQLJava
    LLMs & GenAIDAILY USE
    RAG PipelinesEmbeddingsPrompt EngineeringFew-shot / CoTLLM EvaluationGeminiGPT
    ML & AIPROFICIENT
    NLPTransformersXGBoostAnomaly DetectionAutoencodersIsolation Forest
    LibrariesPROFICIENT
    PyTorchTensorFlowScikit-learnPandasNumPyFastAPIOpenCVPlaywright
    Cloud & InfraPROFICIENT
    AWS S3LambdaSageMakerGCPDockerFAISSPinecone
    ML SystemsPROFICIENT
    REST APIsAsync PythonSchema ValidationModel VersioningFault-tolerant Design
    FEATURED WORK

    PROJECTS

    AUG 2024
    SQL Generation With Gemini

    Streamlit-based chatbot integrating Google's Gemini for dynamic SQL query generation and natural-language data summarization. Makes databases accessible without SQL expertise.

    ⚡ 40% FASTER QUERY RESPONSE
    GEMINISTREAMLITMYSQLPYTHON
    VIEW CODE
    MAR 2023
    AI Integrated Drone

    Deployed YOLOv5 on a surveillance drone for real-time pedestrian and vehicle detection in live video feeds — enabling automated situational awareness over the VJIT campus.

    🎯 85% DETECTION ACCURACY
    YOLO V5OPENCVPYTHON
    VIEW CODE
    ACADEMIC

    EDUCATION

    University at Buffalo, State University of New York
    Master of Professional Studies in Data Science and Applications
    GPA 3.77
    August 2023 — December 2024 · Buffalo, NY
    Coursework: Machine Learning, Database Management, Statistical Data Mining, Probability & Data Analysis
    Vidya Jyothi Institute of Technology
    Bachelor of Technology in Artificial Intelligence
    GPA 3.4
    May 2019 — June 2023 · Hyderabad, India
    Coursework: Computer Vision, Deep Learning, NLP, Neural Networks, Data Structures
    GET IN TOUCH

    LET'S BUILD SOMETHING

    I'm currently building production AI systems at Atronous.ai — focused on LLM pipelines, large-scale data extraction, and applied ML workflows.

    Always interested in impactful problems — feel free to reach out.

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    LINKEDIN GITHUB VIEW RESUME