Jithin N
Senior Data Scientist / Gen AI Developer
Bangalore
Summary
Generative AI & Data Science Professional with 8+ years of experience, holding a Postgraduate degree in Data Science & Business Analytics from Austin Texas University, and a Bachelor's in Electronics and Communication Engineering. Certified in Microsoft Azure Generative AI (Great Learning) and completed an ML internship at WorldQuant University. Specialized in agentic AI systems, LangChain/LangGraph frameworks, and advanced machine learning model development. Expert in building autonomous AI agents, RAG-based systems, and intelligent workflow orchestration while maintaining strong foundation in traditional ML algorithms and statistical modeling. Proven track record in deploying scalable AI solutions through cloud platforms and containerization. Skilled at deriving actionable insights from complex datasets with a strong focus on innovation and continuous improvement in both generative AI and machine learning domains.
Overview
8
8
years of professional experience
3
3
Certificates
Work History
Assistant Manager
KPMG INDIA
02.2025 - Current
- Autonomous Vendor Evaluation Agent: Built intelligent vendor assessment platform using LangChain, LangGraph orchestration, and Azure Cosmos DB with vector search capabilities for automated proposal scoring and document retrieval. Technologies: LangChain, LangGraph, Azure OpenAI, Azure Cosmos DB, Docker, Azure App Services.
- HR Benefits Copilot Assistant: Developed conversational AI agent using Microsoft Copilot Studio, Azure OpenAI, and Microsoft Graph integration for real-time employee query resolution with advanced prompt engineering. Technologies: Copilot Studio, Azure OpenAI, Power Automate, Microsoft Graph, LangGraph.
- EU Compliance Checker & Supply Chain Assistant: Created agentic RAG systems for regulatory compliance validation and supply chain operations using multi-agent frameworks and vector-based retrieval. Technologies: AutoGen, OpenSearch, LangGraph, Azure Functions, Web Scraping.
Data Scientist
Arcolabs
02.2024 - 01.2025
- Documentation Automation System: Automated High-Level Design (HLD) generation using Bedrock-hosted LLMs with LangChain workflows, RAG-Based system. implementing few-shot and chain-of-thought prompting strategies. Technologies: LangChain, Bedrock LLMs, FastAPI, Docker.
- Analyst Allocation Model: Implemented a classification model with XGBoost to optimize analyst assignments, increasing task efficiency based on performance metrics.
Technologies: XGBoost, Python, Scikit-learn, Jupyter Notebook.
Assistant Manager - Data Science (Engineering)
Jubilant Pharmova Ltd.
03.2022 - 06.2023
- Drug Classification Model: Developed a model to classify drugs based on chemical properties and therapeutic use, improving classification accuracy by 15%.Technologies: Python, XGBoost, Scikit-learn.
- Predictive Maintenance: Built a Random Forest model to predict oxygen analyzer maintenance needs, evaluated with recall and F1-score.Technologies: Python, Scikit-learn.
- Real-Time Analytics Dashboard: Created a Tableau dashboard for live data tracking and actionable insights in manufacturing.Technologies: Tableau, SQL, Excel, and Python.
Data Science Consultant
Ideobiz InfoTech
12.2019 - 01.2022
- Inventory Management Optimization: Implemented a Decision Tree classification model to optimize inventory management in the retail industry. Used feature engineering and cross-validation to improve model accuracy, resulting in better stock control and an annual cost saving of R2.3 million. Technologies: Python, Decision Tree, SQL.
- Sentiment Analysis Tool : Built a sentiment analysis and summarization tool for customer reviews, providing actionable insights. Technologies: GPT, NLTK.
- Tableau Dashboard for Delivery Optimization: Used regression analysis to identify bottlenecks in the delivery system, leading to a 25% reduction in delivery time.
Technologies: Tableau, SQL, Python.
Junior Officer - Engineering (data Analytics)
Apotex PharmaChem PVT Ltd
06.2015 - 06.2018
- Customized Analytics Reports: Created automated reports in Tableau and Excel, using SQL for real-time data monitoring and process optimization.
Technologies: Tableau, SQL, Excel.
Education
Post Graduation - Data Science And Business Analytics
04.2001 -
Bachelor of Engineering Technology - Electronics & Communications
04.2001 -
Skills
IDE: Jupyter Notebook, Google Colab, PyCharm, VS Code
Generative AI & Agentic Systems: RAG-based systems, LangChain workflows, LangGraph orchestration, Multi-agent systems, AutoGen frameworks, Microsoft Copilot Agent, Prompt Engineering with LLaMA, GPT, Mistral
Machine Learning: Classification, Regression, Linear & Logistic Regression, Decision Trees, Random Forest, XGBoost, NLP, Boosting & Bagging, Neural Networks,Clustering, K-Nearest Neighbors
Statistical Methods: T-test, Chi-Square, PCA, Hypothesis Testing, ANOVA, Time Series Analysis, Odds Ratio, CDF, GARCH Models, A/B Testing, Hypothesis Testing
Data Processing & Analysis: Data Wrangling, Missing & Outlier Treatment, Univariate & Bi-Variate Analysis, Bootstrap & Cross-Validation, Feature Engineering, Tableau, MySQL, KNIME, Exploratory Data Analysis (EDA), Excel
API Development: FastAPI, Flask, Streamlit, RESTful APIs, GraphQL, Walk Forward Validation
Cloud Platforms: Microsoft Azure, AWS
Deployment & Orchestration: Docker, Kubernetes, AWS Lambda, Azure Functions, CI/CD Pipelines, AWS SageMaker, Azure OpenAI, Azure App Services
Version Control: Git/GitHub, Azure DevOps
Vector Databases & Search: FAISS, Pinecone, Azure AI Search, OpenSearch, Elasticsearch, Azure Cosmos DB, MongoDB
Integration & Automation: Power Automate, Power Apps, Microsoft Graph, Dataverse, Web Scraping, Workflow Automation, N8N
Certification
Applied Data Science Lab, Machine Learning - (World Quant University)
Timeline
Assistant Manager - KPMG INDIA
02.2025 - Current
GenAi Microsoft Azure - (Great Learning)
09-2024
Data Scientist - Arcolabs
02.2024 - 01.2025
Applied Data Science Lab, Machine Learning - (World Quant University)
11-2023
Assistant Manager - Data Science (Engineering) - Jubilant Pharmova Ltd.
03.2022 - 06.2023
Data Science Consultant - Ideobiz InfoTech
12.2019 - 01.2022
Junior Officer - Engineering (data Analytics) - Apotex PharmaChem PVT Ltd
06.2015 - 06.2018
Great Lakes - Post Graduation, Data Science And Business Analytics
04.2001 -
T John Institute of Technology - Bachelor of Engineering Technology, Electronics & Communications
04.2001 -