Ronak P - Senior GenAI Engineer

Ronak P

location Ahmedabad, Gujarat
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Ronak P

Senior GenAI Engineer

Ronak is a Senior GenAI Engineer with 8+ years of experience building and deploying cutting-edge GenAI, NLP, and ML solutions across multiple industries. He specializes in LLM-based systems like RAG, Text-to-SQL, agentic workflows, and multimodal AI pipelines. Proficient in Python, LangChain, HuggingFace, and cloud-native deployments, Ronak has delivered 10+ scalable, end-to-end AI solutions that drive real-world business impact.

  • With Bacancy Since: May 2025
  • No. of Projects: 4+ Projects
  • Language: English – Fluent | Hindi - Fluent | Gujarati - Fluent

Main Expertise

  • PythonPython 5 years
  • AWSAWS 5 years
  • AzureAzure 5 years
  • GenAIGenAI 5 years
  • KubernetesKubernetes 5 years
  • Agentic AIAgentic AI 5 years
  • OpenAIOpenAI 5 years
  • DockerDocker 5 years
  • MLML 2 years
  • TensorFlowTensorFlow 5 years
  • PrometheusPrometheus 5 years
  • FlaskFlask 5 years
  • Scikit-learnScikit-learn 5 years
  • LangChainLangChain 4 years
  • PyTorchPyTorch 2 years

Other Skills

  • ERPNextERPNext 2 years
  • Jupyter NotebookJupyter Notebook 5 years
  • SpyderSpyder 5 years
  • CrewAICrewAI 3 years
  • Digital OceanDigital Ocean 3 years
  • LlamaindexLlamaindex 3 years
  • Vertex AIVertex AI 3 years
  • RR 2 years
  • GitHubGitHub 3 years
  • Vector DBVector DB 3 years
  • MySQLMySQL 3 years

AI & Automation

  • RPARPA 4 years
  • ZapierZapier 4 years
  • GitHub CopilotGitHub Copilot 3 years
  • ChatGPTChatGPT 2 years
  • CodeiumCodeium 2 years
  • CursorCursor 2 years
See more

Major Projects

Exam Proctoring: Intelligent Student Monitoring System

Pioneered the integration of VLM into a real-time exam proctoring system, enabling intelligent detection of suspicious behaviors such as gaze shifts, object usage, and abnormal movement. Designed privacy-first edge computing modules for on-device video/audio analytics, ensuring GDPR compliance. Led multi-student tracking for large-scale monitoring and built a severity-based alert system to help proctors prioritize interventions effectively and efficiently.

India

Frontend & UI:

  • Streamlit

Backend & Services:

  • Alert System
  • Integration APIs

AI/VisionLM:

  • Florence-2 VLM
  • Multi-Student Tracking
  • Real-Time Video & Audio Analysis

LLM-Powered Natural Language to SQL Query System for Enterprise Analytics

Led the development of a natural language interface to query databases using DeepSeek and LangChain. Embedded schema metadata using NVIDIA NV-Embed-v2 and stored in FAISS for semantic matching. Designed a FastAPI backend with GPU-accelerated inference and deployed the system using Docker and Kubernetes for production-scale usage.

USA

Frontend & UI:

  • .NET
  • JavaScript

Backend & Services:

  • Flask

AI/NLP:

  • DeepSeek
  • LangChain
  • NV-Embed-v2
  • PyTorch/TensorFlow

Database:

  • Milvus
  • MySQL

Cloud & Tools:

  • CUDA
  • Docker
  • FAISS
  • Kubernetes

Vision-Language AI System for U.S. Health Insurance Documents

Created an OCR-NLP pipeline to extract structured data from insurance documents like Accord 26. Used LayoutLM and BERT models for classification and parsing, supported by AWS Textract for OCR. Built Flask-based multi-tenant APIs and packaged the solution in Docker containers for deployment in enterprise setups.

UK

Frontend & UI:

  • .NET

Backend & Services:

  • FlaskAPI

AI/NLP:

  • BERT
  • Custom Vision Models
  • LayoutLM

Cloud & Tools:

  • AWS Textract
  • Docker
  • Kubernetes

Agentic Recruitment Search System with Multi-Agent LLM Architecture

Built an intelligent recruitment system using CrewAI and LangChain with OpenSearch for semantic retrieval. Developed a multi-agent architecture to manage document generation and relevance scoring. Optimized performance using vector quantization and packaged the stack with Docker for enterprise-scale deployment.

Canada

Backend & Services:

  • Document Generator
  • Multi-Agent Coordinator

AI/NLP:

  • CrewAI
  • LangChain
  • Sentence-Transformers

Cloud & Tools:

  • Docker
  • Opensearch
  • Vector Quantization

Domain Worked In

  • Education & CertificationEducation & Certification
  • FinanceFinance
  • HealthcareHealthcare
  • InsuranceInsurance
  • AviationAviation
  • AccountingAccounting
  • SaaSSaaS
  • RecruitmentRecruitment

Community Contributions

  • Active participant in LinkedIn, Discord, and X (Twitter) AI groups

  • Regularly engages in GenAI discussions and trending technology updates

  • Supports internal ML knowledge-sharing and architecture discussions

Education

Sankalchand Patel College of Engineering

Bachelor's degree in Information Technology (IT)

Achievements

Team of the Quarter

Client Testimonials

Emily L

Emily L

Ronak delivered a game-changing AI solution for parsing our complex healthcare documents. His ability to integrate Vision-Language models with scalable deployment made the entire process seamless and compliant. He’s one of the few data scientists who truly understands both business impact and technical execution.

James N

James N

Working with Ronak was a masterclass in applied AI. From architecting a custom RAG pipeline to deploying a high-performance LLM-powered API, his work exceeded our expectations. He helped us unlock a whole new level of automation in our EdTech analytics engine.

Tom G

Tom G

Ronak built a secure, real-time Text-to-SQL system for our finance dashboards. His deep understanding of schema embeddings, API design, and prompt tuning allowed us to deliver intelligent querying capabilities to our users with confidence and speed.

Daniel P

Daniel P

Ronak helped us scale a multimodal AI platform that monitors compliance and safety documentation in aviation. His work on integrating LLMs with OCR and vision models was technically sound and production-ready from day one.

Hire Our Proficient Developers As Per Your Needs

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Sagar M - Lead Data Engineer

Sagar M

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