Open to Sr GenAI roles

Building intelligent
systems across
the cosmos of data.

Sr Software GenAI Engineer with deep expertise in RAG, LLMs, Computer Vision and OCR — shipping production-grade AI for document intelligence, automation and analytics.

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Mumbai, Maharashtra
Shraddha Abhang
✦ LangChain✦ LlamaIndex✦ RAG✦ Ollama✦ OpenAI GPT-4o✦ FAISS✦ Qdrant✦ SpaCy✦ FastAPI✦ PyTorch✦ TensorFlow✦ OpenCV✦ YOLO✦ XGBoost✦ AWS✦ Azure✦ Docker✦ PostgreSQL✦ MongoDB✦ Surya OCR✦ PyMuPDF✦ Gradio✦ Computer Vision✦ LangChain✦ LlamaIndex✦ RAG✦ Ollama✦ OpenAI GPT-4o✦ FAISS✦ Qdrant✦ SpaCy✦ FastAPI✦ PyTorch✦ TensorFlow✦ OpenCV✦ YOLO✦ XGBoost✦ AWS✦ Azure✦ Docker✦ PostgreSQL✦ MongoDB✦ Surya OCR✦ PyMuPDF✦ Gradio✦ Computer Vision
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 Sr Software Engineer — Gen AI at Indian Tec Solutions, where I build RAG-based document intelligence platforms, AI chatbots, and automated banking & KYC workflows. Published researcher with a track record of transforming messy 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.

Jun 2023 — Present

Sr Software Engineer — Gen AI

Indian Tec Solutions
  • Built RAG-based extraction apps with Ollama, Gradio & FastAPI, containerized via Docker and deployed across UAT and Production.
  • Customized OpenWebUI with SpaCy NLP pipelines for sensitive-data masking & LLM prompt sanitization.
  • Shipped AI automation for banking bureau variable assessments, KYC classification & compliance workflows.
  • Built a Document Q&A chatbot with LangChain + GPT-4o Mini, FAISS, and a hybrid PyMuPDF/PyTesseract OCR pipeline.
Nov 2022 — May 2023

Machine Learning Engineer

Indian Tec Solutions
  • Processed & analyzed 10+ TB of data, deriving actionable insights for decisioning.
  • Built and deployed TensorFlow classification & predictive models.
  • Streamlined cleaning with Python & Pandas — 30% reduction in preprocessing time.
Jan 2022 — Jul 2022

Developer (Internship)

Sportena Tech Pvt Ltd
  • Modular Python code for visualizations and analysis, with end-to-end data cleaning for downstream models.
Jun 2021 — Aug 2021

Analyst (Internship)

Knowledge Solutions India
  • Collaboratively developed ML models and maintained the Git repository for a prediction project.
Jun 2021

Developer Program (Internship)

Accenture
  • Technical requirement analysis, system design, debugging, unit testing & security best practices.
// selected work

Projects that moved real metrics.

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.

Generative AI

LangChainLlamaIndexOllamaOpenAI GPT-4o MiniRAGPrompt EngineeringSpaCyFAISSQdrant

Computer Vision & OCR

OpenCVYOLOPyTesseractSurya OCRPyMuPDFpdf2image

ML & Data

TensorFlowPyTorchXGBoostPandasNumPyNLP

Backend & Data

PythonFastAPIGradioPostgreSQLMongoDB

Cloud & DevOps

AWS EC2AWS S3AzureDockerGitCI/CD

AI Ops

API MonitoringAutomationPrompt SanitizationModel Deployment
// 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.

shraddhasampatabhang@gmail.com Download Resume
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