Open to Sr GenAI roles

Building intelligent
systems across
the cosmos of data.

Senior GenAI Engineer with 3+ years of experience specializing in AI Agents, RAG, enterprise automation, and LLM-powered applications — shipping production-grade AI for document intelligence, automation and analytics.

View my workResumeGet in touch
Mumbai, Maharashtra
Shraddha Abhang
✦ AI Agents✦ Multi-Agent Systems✦ LangGraph✦ LangChain✦ LlamaIndex✦ RAG✦ Google ADK✦ Vertex AI✦ Vertex AI RAG Engine✦ Gemini✦ OpenAI GPT-4o✦ Ollama✦ LangFlow✦ MCP✦ Tool Calling✦ Guardrails✦ LLM Evaluation✦ Prompt Caching✦ OpenTelemetry✦ Prompt Engineering✦ Text-to-SQL✦ Vanna AI✦ FAISS✦ Qdrant✦ Neo4j✦ ChromaDB✦ SpaCy✦ Surya OCR✦ PyTesseract✦ PyMuPDF✦ Computer Vision✦ YOLO✦ OpenCV✦ FastAPI✦ SSE✦ Python✦ Docker✦ Kubernetes✦ Redis✦ PostgreSQL✦ MongoDB✦ Cloud SQL✦ AWS✦ Bedrock✦ GCP✦ Azure✦ Streamlit✦ Gradio✦ React✦ Next.js✦ TensorFlow✦ PyTorch✦ XGBoost✦ Unleash✦ AI Agents✦ Multi-Agent Systems✦ LangGraph✦ LangChain✦ LlamaIndex✦ RAG✦ Google ADK✦ Vertex AI✦ Vertex AI RAG Engine✦ Gemini✦ OpenAI GPT-4o✦ Ollama✦ LangFlow✦ MCP✦ Tool Calling✦ Guardrails✦ LLM Evaluation✦ Prompt Caching✦ OpenTelemetry✦ Prompt Engineering✦ Text-to-SQL✦ Vanna AI✦ FAISS✦ Qdrant✦ Neo4j✦ ChromaDB✦ SpaCy✦ Surya OCR✦ PyTesseract✦ PyMuPDF✦ Computer Vision✦ YOLO✦ OpenCV✦ FastAPI✦ SSE✦ Python✦ Docker✦ Kubernetes✦ Redis✦ PostgreSQL✦ MongoDB✦ Cloud SQL✦ AWS✦ Bedrock✦ GCP✦ Azure✦ Streamlit✦ Gradio✦ React✦ Next.js✦ TensorFlow✦ PyTorch✦ XGBoost✦ Unleash
97%
Document processing time reduced
2.8M+
Emails automated every year
3+
Years in Applied GenAI & ML
1
Published research paper
Saturn
// about

I turn research notebooks into AI products you can actually ship.

Currently Senior GenAI Engineer at Indian Tec Solutions, specializing in AI Agents, multi-agent systems, RAG pipelines, and enterprise automation. Building document intelligence platforms, automated banking & KYC workflows, and LLM evaluation frameworks. Published researcher with a track record of transforming business problems into production-grade AI systems.

Generative AI

RAG pipelines, LLM apps, LangChain, LlamaIndex, Ollama, OpenAI.

Computer Vision

OCR, YOLO, OpenCV — document intelligence at production scale.

ML Engineering

TensorFlow, XGBoost, classification & predictive analytics.

Cloud & Deploy

AWS EC2/S3, Azure, Docker, FastAPI services in UAT & Prod.

// experience

A timeline of shipped AI.

Dec 2025 — Present

Senior Gen AI Engineer

Indian Tec Solutions
  • Architected and developed a multi-agent customer support platform using Gemini, Google ADK, and RAG, automating issue resolution, ticket creation, and website assistance.
  • Implemented enterprise-grade guardrails, prompt caching, and AI safety controls, reducing inference costs by 75% while improving response quality and reliability.
  • Designed RAG pipelines using Vertex AI RAG Engine to enable accurate enterprise knowledge retrieval and context-aware responses.
  • Built AI workflow automation systems, reducing operational workload by 80% through intelligent process orchestration.
  • Developed LLM evaluation frameworks and observability dashboards, reducing hallucination rates and improving response quality monitoring.
May 2025 — Nov 2025

Sr Software Engineer — Gen AI

CSC
  • Developed RAG-powered document intelligence applications, automating enterprise document extraction workflows using Ollama, FastAPI, Docker, and Gradio.
  • Customized OpenWebUI with sensitive data masking, prompt sanitization, and privacy controls using SpaCy & NLP techniques.
  • Built AI-driven solutions for banking assessments, KYC classification, and compliance automation.
  • Developed an enterprise Document QA platform processing 5,000+ documents daily using OpenAI, LangChain, FAISS, and OCR pipelines.
  • Implemented dynamic prompt generation using user context, document metadata, and retrieval outputs to improve response accuracy.
  • Developed a Text-to-SQL analytics assistant using Vanna AI & MCP, enabling secure natural language interaction with enterprise databases.
Dec 2023 — May 2025

Machine Learning Engineer

Indian Tec Solutions
  • Built bank statement intelligence systems supporting 15+ banking formats, automating financial data extraction using OCR, Python, and custom document parsers.
  • Developed AI-driven KYC verification, fraud detection, and document processing solutions using Machine Learning, Computer Vision, and OCR.
  • Built predictive analytics and risk scoring models using TensorFlow and Python to support automated business decision-making.
  • Processed and analyzed 10TB+ of data using Python, Pandas, and MongoDB, enabling large-scale analytics and automation.
  • Developed AI-powered insurance claim and identity verification systems, reducing processing time from hours to minutes.
  • Deployed machine learning applications on AWS using Docker-based deployment pipelines.
June 2023 — Dec 2023

Data Scientist

LenDenClub
  • Developed machine learning solutions for credit risk assessment, customer analytics, and lending decision workflows using Python, Pandas, and MongoDB.
  • Built fraud detection and predictive risk scoring pipelines for financial documents using OpenCV, PyPDF, and Machine Learning techniques.
  • Developed AI-powered customer support automation systems, improving query resolution efficiency through intelligent workflows.
  • Designed scalable FastAPI-based services and contributed to codebase modularization through reusable internal Python packages.
  • Deployed ML applications on AWS using Docker-based deployment pipelines.
// selected work

Projects that moved real metrics.

Multi-Agent · ADK

Multi-Agent Customer Support & Automation Platform

Multi-agent AI assistant built with Gemini, Google ADK, Vertex AI RAG, guardrails and LLM evaluation — automating issue resolution, ticket creation and website assistance.

75% lower inference cost · 80% workload reduction
RAG · Document AI

Enterprise Document Intelligence & QA

Multi-modal RAG platform for document QA, OCR extraction, enterprise search and knowledge retrieval — OpenAI, LangChain, FAISS, Ollama, FastAPI, Gradio.

5,000+ documents processed daily
Text-to-SQL · MCP

Text-to-SQL Analytics Assistant

Natural-language to SQL analytics platform using Vanna AI and Model Context Protocol — secure NL access to enterprise databases with auto-generated reports, insights and charts.

Self-serve enterprise analytics
Privacy · NLP

OpenWebUI Privacy & Guardrails Layer

Customized OpenWebUI with sensitive data masking, prompt sanitization and privacy controls built on SpaCy and NLP — keeping enterprise LLM usage compliant.

PII-safe enterprise LLM access
KYC · Computer Vision

Smart KYC Verification & Insurance Automation

AI-powered identity verification, document validation and insurance claim automation using ML, Computer Vision and OCR — deployed on AWS.

Processing time from hours to minutes
FinTech · OCR

Financial Document Intelligence & Fraud Detection

OCR-driven bank statement analysis supporting 15+ banking formats with fraud detection and risk scoring pipelines using OpenCV, PyPDF and ML.

Stronger fraud signals across formats
RAG · Document AI

RAG Query Mail AI

End-to-end AI document processing & Q&A platform — PDF parsing with Surya OCR, PyMuPDF, PyTesseract, LlamaIndex and Qdrant vector DB. Email watcher auto-ingests documents into Qdrant.

Citation-aware responses powered by Ollama Llama 3.1
OCR · Identity AI

Intelligent KYC OCR

ML + OCR pipeline for document classification, Aadhaar masking and super-resolution APIs. TensorFlow, OpenCV, YOLO, NumPy — deployed on AWS.

97% reduction in document processing time
LLM · Chatbot

Document Q&A AI Chatbot

LangChain + GPT-4o Mini for precise retrieval over complex PDFs. FAISS vector store, OpenAI embeddings, PyMuPDF + PyTesseract OCR for scanned docs.

Enterprise document intelligence
Automation · NLP

Email Automation

Intelligent process automation for customer-support email categorization, failure log analysis and API monitoring with auto alerts.

15% decrease in errors
FinTech · ML

Banking Assessment Automation

Automated assessment of Banking Bureau Variables to predict loan repayment, with MongoDB-backed pipelines, XGBoost retention models and FastAPI services.

50% reduction in assessment time
ML · Risk

Fraud Detection

ML-based fraud detection catching tampered financial documents — advanced analytics and AI algorithms reducing fraudulent activity in bank statements.

Stronger transaction security
Vision · Research

Brain Tumor Detection

Published research paper in IJRASET (ISSN 2321-9653, ISRA Impact Factor 7.429) — applying ML & image processing for medical imaging.

Peer-reviewed publication
R&D · Alternate Data

Alternate Data Research

R&D for data enrichment and targeting — AI-driven solutions for customer profiling using internal and alternate data sources.

15% faster decision-making
// toolkit

The stack I ship with.

Agentic Systems

AI AgentsMulti-Agent SystemsGoogle ADKLangGraphLangFlowAgentic WorkflowsTool CallingMCP

Generative AI & RAG

LangChainLlamaIndexRAGVertex AI RAG EngineOpenAI GPT-4oGeminiOllamaPrompt EngineeringPrompt Caching

AI Safety & Eval

LLM EvaluationGuardrailsAI SafetyModel MonitoringOpenTelemetryAI ObservabilityFeature FlagsUnleash

Computer Vision & OCR

Surya OCRPyTesseractPyMuPDFOpenCVYOLOpdf2imageNLPSpaCy

Vector & Data Stores

QdrantFAISSChromaDBNeo4jPostgreSQLMongoDBCloud SQLRedis

ML Engineering

TensorFlowPyTorchXGBoostPandasNumPyText-to-SQLModel Deployment

Cloud & Infra

AWSBedrockGCPVertex AIAzureEC2S3Microsoft Copilot

Backend & APIs

PythonFastAPIREST APIsSSEDockerKubernetesGitCI/CD

AI Interfaces

StreamlitGradioReactNext.jsOpenWebUI
// recognition

Education, research & certifications.

Education

Bachelor of Engineering — Information Technology
Terna Engineering College · University of Mumbai
8.41 CGPA
Diploma in IT
Bharti Vidyapeeth Institute of Technology · M.S.B.T.E.
86.55%

Certifications & Achievements

  • Oracle Cloud Infrastructure 2024 Generative AI Certified Professional (87.5%)
  • Accenture Digital Skills — AI Certificate (90%)
  • Certified Accenture Developer Program
  • Machine Learning & Image Processing — NASSCOM
  • Microsoft Technology Associate — Python
  • IBM AI Foundation Badge
  • Published — Brain Tumor Detection · IJRASET (Impact Factor 7.429)
// let's build

Have an AI problem worth solving?

Always happy to talk about RAG, agents, OCR pipelines, and shipping AI products that actually run in production.

shraddha.abhang.work@gmail.com Download Resume
LinkedIn GitHub Medium