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KP

Kalyani Patil

AI/ML Engineer · Generative AI & Agentic AI

Pune, India

@kalyani_patil

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About

AI/ML Engineer with 1+ year of experience building Generative AI and agentic AI solutions using Python, LangChain, LangGraph, FastAPI, and large language models. Strong foundation in machine learning and data analytics, with experience delivering RAG pipelines, text-to-SQL agents, and scalable backend services.

Experience

  • Software Engineer Trainee → Junior AI/ML Engineer
    Omfys Technology Pvt. Ltd. · Pune, India
    May 2025 – Present

    Developed and supported AI/ML and Generative AI solutions using Python, LangChain, LangGraph, and LLMs. Built RAG applications, FastAPI backend services, vector embeddings and semantic search, text-to-SQL agents, data pipelines, ETL processes, database integration, and dashboards. Collaborated with cross-functional teams using GitHub.

Education

  • B.Tech
    D. Y. Patil University
    Computer Science and Engineering · Jun 2020 – May 2024
  • HSC
    Sonai Junior College
    Jun 2018 – May 2020
  • High School
    Yashwant International Academy
    Jun 2017 – Mar 2018

Skills

1 to 2 years 1 to 2 years A year or two of steady use.
RAG Python Semantic Search
<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
NumPy Spacy Pandas PL/SQL XGBoost LangChain LangGraph Clustering OpenAI API Naive Bayes Data Science Decision Trees Linear Regression Vector embeddings Prompt Engineering Support Vector Machine Hierarchical Clustering KNN (K-Nearest Neighbors) Recurrent Neural Networks Natural Language Processing Convolutional Neural Networks Logistic Regression ( in progress )

Tools / apps / platforms

1 to 2 years 1 to 2 years A year or two of steady use.
PostgreSQL Oracle Analytics Cloud
<3 months <3 months Just getting started - under three months. This is also what shows when a level has not been set.
Git MySQL Redis Docker MongoDB Tableau Kubernetes Apache Kafka Microsoft Azure Microsoft Excel Jupyter Notebook Microsoft Power BI Microsoft PowerPoint Amazon Web Services AWS Hugging Face Transformers

Languages

Native / Bilingual Native / Bilingual Their first language, or as strong as one.
Hindi Speak Marathi Speak
Fluent Fluent Comfortable using it for work.
English Speak

Projects

  • Seat Belt Detection System with Computer Vision
    YOLOv8, MobileNetV2, OpenCV

    Created a real-time seat-belt detection solution using YOLOv8, MobileNetV2, and OpenCV for live video processing.

  • ICMS — Incentive Calculation Management System
    Python, LangChain, LLMs, Oracle SQL

    Built a text-to-SQL AI agent for natural-language queries over a dealer loan-incentive platform with guardrails and few-shot prompting.

  • RMS — AI-Powered Recruitment Management System
    Python, LangChain, LLMs, FastAPI, Oracle SQL

    Built an AI agent for resume parsing and a natural-language-to-SQL agent for HR users, with FastAPI integration and iterative model improvement.

  • Support Ticket AI Pipeline
    Python, Apache Kafka, Redis, Hugging Face Transformers, FastAPI, Docker, Kubernetes

    Built a real-time ticket-triage pipeline with Kafka streaming, zero-shot NLP classification, Redis caching, dead letter queue handling, FastAPI monitoring, Docker containerization, and Kubernetes deployment.

Courses & certifications

  • Postgraduate Program in Data Science and Analytics · Imarticus Learning · 2024

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