Deepan.

I BuildIntelligentSystems. Deepan Chakaravarthi J, AI Engineer

AI Engineer • Generative AI & RAG • Document AI

I ship production Generative AI on AWS: RAG assistants built on LLMs, Bedrock and Weaviate, and Document AI that catches what regulated teams can't afford to miss.

Explore My WorkDownload Resume
01 / About Me

I don't just train models.I ship them.

I'm Deepan Chakaravarthi J, an AI Engineer in Chennai with 1.5 years building production Generative AI on AWS. I design and ship Retrieval-Augmented Generation systems with LLMs, AWS Bedrock, Weaviate and FastAPI, and I'm building a Document AI platform that validates PDFs, scans and images for regulated workflows. A backend foundation in multi-tenant SaaS, RBAC and tenant isolation keeps those systems secure, scalable and cost-efficient.

1.5 YrsProduction GenAI
85–90%Legal AI Relevance
~20%AWS Cost Reduction
+30%Reporting Efficiency
Deepan Chakaravarthi JDeepan
02 / Featured Work

Selected works.Engineered value.

Scroll to unfold the deck. Each system was built to solve a real operational problem, from legal research to regulated document review.

01 //GenAI / Retrieval-Augmented Generation

Legal AI Assistant

Mar 2025 – Nov 2025

A RAG-based legal assistant for real-time, multi-turn conversations. Semantic retrieval in Weaviate with optimized embeddings, tokenization and document preprocessing, served by a FastAPI backend on AWS Bedrock LLMs, tuned through prompt engineering to 85–90% response relevance in evaluation tests.

  • AWS Bedrock
  • LLMs
  • Weaviate
  • FastAPI
  • Python
  • Embeddings
  • Prompt Engineering
  • LLM Evaluation
// Architecture Metrics
RELEVANCE
85–90% in eval
LLM
AWS Bedrock
RETRIEVAL
Weaviate semantic
02 //Document AI / Comparison Platform

DRT Document Project

2026 – Present

An AI comparison platform for PDFs, scanned files and images in regulated workflows. OCR and computer vision pipelines detect text, value, layout, image and barcode/QR changes, classify each by severity with rules, and feed FastAPI workflows for upload, comparison jobs, review and audit-ready reports.

  • OCR
  • Computer Vision
  • FastAPI
  • Python
  • Layout Analysis
  • Barcode / QR Validation
// Architecture Metrics
DETECTS
Text · Layout · QR
CHECKS
Rule-based severity
OUTPUT
Audit-ready reports
03 //Computer Vision / Geospatial · Adrieluxe

Wetlands Geospatial AI

Sep 2025 – Feb 2026

CNN-based computer vision that detects, counts and classifies trees from LiDAR point clouds and raster imagery, maps every detection to WGS84 geocoordinates, and scales large-area inference with batch processing and GPU acceleration.

  • CNNs
  • LiDAR / COPC
  • Raster Imagery
  • WGS84
  • PyTorch
  • GPU Acceleration
  • Batch Inference
// Architecture Metrics
INPUT
LiDAR + Raster
MODEL
CNN detection
OUTPUT
WGS84 coordinates
04 //Cloud / Multi-Tenant SaaS

SolidPro Suite

Dec 2025 – Present

A multi-tenant SaaS platform with a Super Admin / Tenant / App Admin hierarchy, secured by tenant isolation, hierarchical RBAC, MFA and audit logs, with role-based dashboards built in Next.js on FastAPI services.

  • Next.js
  • FastAPI
  • PostgreSQL
  • RBAC
  • MFA
  • Audit Logs
  • Tenant Isolation
// Architecture Metrics
HIERARCHY
3-tier admin
SECURITY
RBAC · MFA · Audit
STACK
Next.js + FastAPI
05 //Enterprise / Backend Systems

ISTANA ERP System

Solidpro

Backend data pipelines for an enterprise ERP system, with integrated NAS storage for secure document management and workflow automation.

  • Python
  • SQL
  • NAS Storage
  • Data Pipelines
  • Workflow Automation
// Architecture Metrics
STORAGE
NAS integration
FOCUS
Document workflows
LAYER
Backend pipelines
03 / Tech Matrix

Built for production.Precision applied.

Core Pillar85–90% Relevance

Generative AI & LLMs

RAG systems on large language models: AWS Bedrock, embeddings and Weaviate semantic search, with context optimization, prompt engineering and LLM evaluation to prove answer quality.

  • LLMs
  • RAG
  • AWS Bedrock
  • Weaviate
  • Embeddings
  • Semantic Search
  • Prompt Engineering
  • LLM Evaluation
Regulated WorkflowsOCR + CV

Document AI

Comparison pipelines that find text, value, layout, image and barcode/QR changes across PDFs and scans, then grade them for review.

  • OCR
  • Document Comparison
  • Layout Analysis
  • Barcode / QR Validation
Production~20% AWS Savings

Backend & Cloud

FastAPI services and microservices for multi-tenant SaaS and AI apps, containerized and run on AWS and GCP with RBAC, MFA, audit logging and tenant isolation.

  • Python
  • FastAPI
  • REST APIs
  • Microservices
  • Docker
  • AWS
  • GCP
  • SQL
  • Next.js
  • RBAC
  • MFA
IntelligenceNLP · CV

Machine Learning

Natural language processing and computer vision, from CNN object detection to classical models, with Scikit-learn and TensorFlow/Keras.

  • NLP
  • Computer Vision
  • CNN Object Detection
  • Scikit-learn
  • TensorFlow / Keras
Large-Area InferenceGPU Batch

Geospatial & Scale

LiDAR point clouds and raster imagery turned into geocoded detections, scaled with batch processing and GPU acceleration.

  • LiDAR / COPC
  • GeoTIFF
  • Raster Imagery
  • WGS84 Mapping
  • Batch Inference
  • GPU Acceleration
Decision Support+30% Efficiency

Analytics

Real-time dashboards that leadership actually uses, from SAP Analytics Cloud to Power BI.

  • Power BI
  • SAP Analytics Cloud
  • Matplotlib
04 / Experience

Experience &Milestones.

  1. Mar 2025 – Present

    Software Engineer

    Solidpro Engineering Support Pvt Ltd. · Chennai
    • Architected a RAG-based Legal AI assistant on AWS Bedrock LLMs, Weaviate and FastAPI, reaching 85–90% response relevance in evaluation tests.
    • Reduced AWS operational costs by ~20% by optimizing infrastructure and LLM usage across production AI and SaaS services, without degrading response quality.
    • Engineering a Document AI comparison platform that combines OCR and computer vision to catch text, value, layout, image and barcode/QR changes.
    • Built scalable FastAPI services for multi-tenant SaaS and AI apps with hierarchical RBAC, MFA, audit logs and tenant isolation.
  2. In Progress

    AWS Solutions Architect – Associate

    Amazon Web Services · Certification
    • Formalizing the cloud architecture behind the production AI services I run on AWS.
  3. Jan 2024 – May 2024

    SAP Analyst

    Kaavian System · Chennai
    • Developed real-time SAP Analytics Cloud dashboards that improved reporting efficiency by 30%.
  4. 2022 – 2024

    M.Sc. Data Science & Business Analytics

    Vels Institute (VISTAS) · Chennai
    • Machine learning, predictive analytics and business intelligence.
  5. 2019 – 2022

    B.Sc. Computer Science

    Aksheyaa College of Arts & Science · Chengalpattu
    • Programming, data structures, databases and software systems.