Om
Patil

AIOps Engineer

Passionate Software Engineer with a strong background in Frontend and Backend. Skilled in Python, Javascript and building GenAI solutions.

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Experience

Currently Here

Junior Associate in Artificial Intelligence, ESDS

Present
  • Currently working as an AI Engineer, contributing to artificial intelligence initiatives and enterprise solutions.

Deep Learning Intern, AI Leela

Jan 2026 – June 2026
  • Developed an interactive AI Interviewer application that tailors interview questions based on user-uploaded PDF resumes and specified job roles.
  • Built a high-performance backend using FastAPI and integrated LiveKit to orchestrate real-time AI interactions.
  • Implemented low-latency WebRTC room sessions to facilitate seamless, highly accurate live voice and video interviews.
  • Constructed a robust frontend using Next.js and TypeScript to manage WebRTC streams and complex user flows.

Software Development Intern, CodSoft

June 2022 – Aug 2022
  • Performed python basic tasks like making basic command-line applications
Started Here
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Projects

BiosphereWorking

LangChainNeo4jDjangoRAGDjango Rest FrameworkPostgreSQLSLM/LLMRedis
  • Developed an end-to-end RAG application indexing 600+ NASA space-biology research papers, integrating a Neo4j graph database to visualize complex relationships between authors and publications.
  • Overcame keyword exclusion and semantic drift inherent in standard vector searches. Optimized latency and reduced external dependencies by replacing standalone BM25 engines with native PostgreSQL Full Text Search (FTS).
  • Engineered a deterministic hybrid search pipeline combining facet extraction, FTS, and pgvector semantic search, reranked via Cross-encoders. Implemented a Small Language Model (SLM) as a routing judge to dynamically query either PostgreSQL or Neo4j based on user intent.
Biosphere

AI CompanionWorking

PythonLangChainStyleTTS2BarkSuno-AIOllama
  • Developing an AI Companion which talks like a real human-being.
  • Utilized LangChain library and Ollama local model Llama 3.2 for interactive conversation with low latency.
  • Whisper used for converting user voice to text.
  • Currently working on interactive 3D model to express human-like emotions.

Phoenix Club WebsiteDeployed

DjangoThree.jsReact.js
  • Built a RESTful API for sending information about announcements and future events.
  • Used Three.js and React Three Fiber for integrating 3D visuals.
  • Optimised visual quality according to device hardware capability.
Phoenix Club Website
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Tech Stack

Programming Languages

Python
Python
Python
JavaScript
JavaScript
Javascript
PostgreSQL
PostgreSQL
SQL

Backend Frameworks

FastAPI
FastAPI
FastAPI
Django
Django
Django
Flask
Flask
Flask

Libraries & Tools

NumPy
NumPy
NumPy
pandas
pandas
Pandas
Pydantic
Pydantic
Pydantic
Git
Git
Git
Docker
Docker
Docker
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Education

K.K. Wagh College

B.Tech in Artificial Intelligence and Data Science

May 2022 – May 2026

K.T.H.M. College

High School (11th and 12th)

Oct 2019 – Nov 2021

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Certifications

01Oracle Cloud Infrastructure 2025 Certified Data Science Professional
02SQL Injection Milestone, TryHackMe
03NPTEL: Design Thinking and User Experience

2026 Om Patil.