đź‘‹I'm Sateesh
I turn impossible data problems into production systems that work. As a Senior Data Scientist, I specialize in building Agentic AI Systems and Hybrid RAG Architectures that collapse days of manual work into seconds. I move beyond simple prompt engineering to architect full-stack GenAI solutions—combining robust backend orchestration (LangGraph, Vertex AI) with responsive frontends (Next.js). My focus isn't just on 'building AI,' but on engineering self-optimizing systems that drive measurable business ROI.
About Me
I'm a Senior Data Scientist & AI Architect
With 9.2 years of experience in the field, I am a Senior Data Scientist & AI Architect currently employed at Quantium Analytics. My expertise lies in architecting production-grade GenAI systems, from Agentic RAG workflows to Full-Stack ML applications. I specialize in turning ambiguous business problems into scalable, high-ROI AI solutions by combining deep technical mastery with strategic ownership.
What I know
Python
LangGraph
Langchain
Qdrant
Google Cloud
Fast API
LangFuse
PySpark
PostgreSQL
TypeScript
NextJS
React
Plotly
What I Use
Ubuntu
VS Code
Claude Code
Jupyter
Github
Postman
Excalidraw
Notion
Experience
9.2 Years of Experience
Quantium Analytics
Senior Data Scientist
Apr 2023 - Present
- LangGraph
- Agentic AI
- Hybrid RAG
- Vertex AI
- Qdrant
- Next.js
- FastAPI
Quantium Analytics
Data Scientist
Jun 2021 - Mar 2023
- PySpark
- Python
- ETL Pipelines
- Statistical Modeling
- Scala
LatentView Analytics
Data Analyst
Oct 2019 - May 2021
- NLP
- Deep Learning
- XGBoost
- Alteryx
- QlikView
- Python
- SQL
Tata Consultancy Services
Data Analyst
Sep 2018 - Sep 2019
- Computer Vision
- Python
- Image Processing
- Dash by Plotly
Tata Consultancy Services
Assistant Systems Engineer
Nov 2017 - Aug 2018
- Machine Learning
- Python
- Random Forest
- Predictive Modeling
Tata Consultancy Services
ASE - Trainee
Nov 2016 - Oct 2017
- Java
- Spring
- SQL
- Transaction Systems
Computer Port IT Solutions
Summer Intern
May 2015 - June 2015
- HTML
- CSS
- JavaScript
- WordPress
- Python
Projects
Q.Promo AI - Enterprise Conversational Analytics
A Hybrid Intelligence system combining deterministic playbooks and Agentic RAG to automate retail promotional analysis, collapsing days of work into seconds.
Quail - NHS Patient Experience Platform
An AI-powered insight extraction engine for NHS Trusts, processing unstructured patient feedback to improve clinical safety outcomes.
Product Attribute Accelerator (PAA)
An advanced automation tool leveraging Multi-Modal LLMs to analyze product descriptions and images for comprehensive attribute extraction.
Q.Shelf - Intelligent Assortment Optimization
A visual analytics product enabling retailers to optimize ranging and spacing strategies by decoding customer purchasing decisions.
Transaction Enrichment & Attribute Generation
A high-scale financial data engine converting millions of raw banking transactions into enriched, actionable attributes for precise lending risk assessment.
Class Action Lawsuit Early Warning System
A Predictive Risk system identifying potential class action lawsuits from unstructured customer feedback using Deep Learning.
Refinery Process Optimization (MEK Dewaxing)
A Predictive Maintenance model optimizing filter wash cycles in oil dewaxing processes to reduce solvent waste and downtime.
Field Service & Recall Benchmarking
An integrated analytics platform benchmarking vehicle failure rates against competitors using external NHTSA datasets.
Real-time Anomaly Detection System
A monitoring system detecting root causes of unit concern spikes in manufacturing assembly lines in real-time.
Computer Vision Distress Ranking System
An automated damage assessment system using Computer Vision to rank distress levels of aircraft engine components.
Automated Credit Risk Engine
A Machine Learning system automating loan eligibility checks and risk assessment for banking customers.
High-Volume Financial Transaction System
A scalable gateway architecture handling Financial and Non-Financial transactions for Tablet and POS devices.
Education
Master of Business Administration - HRM
Centre for Distance Learning, Gitam University
Vishakaptnam
Aug 17 - Sept 19
Master of computer Applications
School of Information Technology, Jawaharlal Nehru Technological University
Hyderabad
Sept 13 - Mar 16
Academic Achievements
Sir Sudir C Rao MDF Gold Medal
Achieved for the overall topper in Master of Computer Applications at School of Information Technology (SIT), Jawaharlal Nehru Technological University.
Learnings
Langchain Academy - Introduction to LangGraph
DataCamp - Data Science using Python
Alteryx Designer core
