Jaymeen Jethva

Data Scientist

Bangalore Urban, Karnataka, India1 yr 11 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building AI-powered tools for efficiency.
  • Proven track record in automating complex processes.
  • Strong collaboration skills bridging tech and business.
Stackforce AI infers this person is a Data Scientist specializing in AI and automation solutions for business efficiency.

Contact

Skills

Core Skills

Data ScienceMachine LearningGenerative AiLarge Language Models (llm)

Other Skills

Advanced SQLAlgebraAlgorithmsAnalytical SkillsAnsys Mechanical FEA SoftwareArtificial Intelligence (AI)AutoCADBusiness Data ManagementBusiness InsightsCollaborative EnvironmentCommunicationCommunication TrainingData AnalysisData AnalyticsData Architecture

About

Passionate Data Scientist and AI Enthusiast turning complex challenges into smart, automated solutions. I build AI-powered tools that speed up work, cut waste, and spark “wow!” moments for users. My focus is on blending cutting-edge AI (LLMs, Generative AI, RAG) with practical business needs solving real problems and saving teams hours of effort. In short, it’s never just about code; it’s about delivering impact and efficiency every day. - Projects & Results 1. AI-Powered Shipping Automation (House of Shipping): Automated DG/Non-DG/Flexi-DG shipping application reviews, slashing manual verification time by ~70% and providing real-time feedback to clients. 2. Text-to-SQL Vessel Insights Chatbot: Enabled non-technical teams to query NOON vessel reports in plain English. The chatbot converts questions into SQL and visualizes trends, putting self-service analytics literally in everyone’s hands. 3. Multimodal RAG Chatbot: Built a LangChain+Weaviate pipeline to index text and images from complex PDF reports, improving answer relevance by ~25% in our Q&A system. 4. Secure Document Library (Agentic AI Platform): Designed an RBAC/OAuth-protected library using Microsoft OneDrive and Graph APIs. This gives team members seamless, controlled access to project files without sacrificing security. 5. Document Intelligence Pipeline: Integrated GPT-4o-mini and Gemini 1.5 Flash to power fast, accurate retrieval of information from dense documents, cutting manual review time by ~40%. 6. Data-Driven Engineering (SUN Pharma): Applied analytics-based optimizations in manufacturing processes, boosting system efficiency by 20% and cementing my data-driven problem-solving approach. - Core Skills & Expertise 1. Machine Learning & AI: scikit-learn, TensorFlow, Keras; large language models and Generative AI (GPT-4, Gemini); RAG and LangChain pipelines, LangGraph. 2. Data & Dev Tools: Python, SQL, Vector DB (weaviate, FAISS, ChromaDB) , Docker, FastAPI, OAuth/Microsoft Graph API, Git. 3. Data Visualization & Analysis: Plotly, Matplotlib, Seaborn – translating data into insights and clear visuals. 4. Soft Skills: Creative problem-solving, critical thinking, and strong collaboration to bridge tech and stakeholders. I’m always excited to craft impactful AI solutions at scale. Whether it’s GenAI, ML/DL, NLP or automation, I thrive on turning research into reality and forging the future of work. 📩 Let’s connect! If you’re looking for someone who can bridge cutting-edge AI and real-world usability, I’d love to chat.

Experience

1 yr 11 mos
Total Experience
1 yr
Average Tenure
11 mos
Current Experience

House of shipping

2 roles

Associate Data Scientist

Jul 2025Present · 11 mos · Remote

  • Designed a Document Library system enabling users to connect to their OneDrive folder, index files, and interact with them through a chatbot for querying. Additionally, implemented Role-Based Access Control (RBAC) to ensure secure and authorized access.
PythonMicrosoft Graph APIRole-Based Access Control (RBAC)Data ScienceMachine Learning

Data Science Intern

Feb 2025Jun 2025 · 4 mos · Remote

  • Designed a multimodal Retrieval-Augmented Generation (RAG) AI chatbot capable of retrieving both text and images from PDFs, improving Q&A accuracy and user experience.
  • Engineered a custom multimodal chunking strategy to process and index visual and textual data using LangChain and Weaviate.
  • Built a scalable document intelligence pipeline that integrates GPT-4o-mini and Gemini 1.5 Flash, enabling smart information retrieval from complex business documents.
  • Applied prompt engineering and LLM orchestration techniques to optimize response relevance and performance in generative AI workflows.
  • Integrated AI solutions into internal platforms, automating document analysis tasks and increasing productivity across teams.
  • Conducted rigorous testing and performance evaluations of LLM-based applications, ensuring high precision and response consistency.
  • Tools & Technologies Used:
  • Python, LangChain, Weaviate, GPT-4o-mini, Gemini 1.5 Flash, Prompt Engineering, Jupyter Notebook, Git, Multimodal RAG
PythonLangChainWeaviateGPT-4o-miniGemini 1.5 FlashPrompt Engineering+2

Sun pharma

GET

Jun 2023Jun 2024 · 1 yr · Panoli · On-site

  • I worked as HVAC Engineer
  • Led analytics-driven validation and maintenance initiatives for HVAC systems, ensuring compliance
  • with ISO-14644 standards. Achieved a 20% efficiency boost while maintaining alignment with industry
  • regulations through data-informed decision-making.
  • Collaborated cross-functionally with Engineering and other departments to swiftly analyze and
  • resolve complex system challenges, consistently achieving resolutions within a 24-hour timeframe.
  • Gained problem-solving experience applicable to data modeling and optimization tasks.
Data AnalyticsHVAC EngineeringData-informed decision-makingData ScienceMachine Learning

Bharat glass tube limited

Winter Intern

Dec 2021Mar 2022 · 3 mos · Anklesvar, Gujarat, India · On-site

  • Learned About various types of Glass Sheets and their Manufacturing Process
  • Learned about Coal Burn Glass manufacturing Process
  • Learned about maintenance of various machines and Roller polishing
  • Learned about utility system Provided to gently cooldown the Glass sheet
  • Learned about annealing treatment of Glass sheet to increase its strength
MachiningMaintenanceRepair

Education

Liverpool John Moores University

Master of Science - MS — Data Science and AI

Jul 2024Mar 2026

International Institute of Information Technology Bangalore

Postgraduate Degree — Data Science

Jul 2024Jul 2025

Dharmsinh Desai University

Bachelor of Technology - BTech

Jun 2018Apr 2022

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