Founder & Tech Architect – https://www.stellaw.ai  an affiliate of AIfinity Research  https://aifinity.online  

Models @ HuggingFace https://huggingface.co/aifinitydigital

Github https://github.com/aifinityresearch

LinkedIn https://www.linkedin.com/in/dharanibabu2025

Cloud Contributions https://medium.com/@dharanibabu_68045/a-free-video-conferencing-solution-on-amazon-cloud-b90f607326db

STELLAW - Pioneering Legal AI for Indian Jurisprudence

• Leading the development of STELLAW, www.stellaw.ai, an AI-powered legal consultation platform tailored for Indian legal professionals
• Involving Retriever-Augmented Generation (RAG)—embedding frequently referenced Indian laws into vectorized formats for efficient semantic retrieval
• FastAPI stack integrated with Groq’s inference engine
• LLMs like LLaMa 4 and DeepSeek 7B R1, advocating for sovereign, scalable Gen AI solutions
• Leveraging Agentic AI Google A2A for Judgement Analysis & Pleading Features using fully owned PEFT LoRa fine tuned Phi3 Mini Model on AWS EC2 ( g4dn.xlarge ). Deployed with Ollama 
• Leading a distributed team of full-stack and AI engineers across Chennai and Bengaluru in delivering next-gen legal tech solutions to empower India’s legal fraternity

CapitalMind - An LLM-Powered Research Engine for Institutional Investment Intelligence

• CapitalMind: AI-native investment intelligence engine powered by a fine-tuned Small Language Model (LLM) that ingests and analyses over a decade of SEC 13F filings, IPO allocations, institutional holdings, and CIK/CUSIP-mapped data
• It enables investment bankers, equity analysts, and capital markets teams to , Track fund flows, quarterly position shifts, and conviction changes across top-tier institutional investors (e.g., BlackRock, Citadel, Vanguard)
• Accelerate pitchbook preparation, market mapping, and peer benchmarking by querying a natural-language interface.
• CapitalMind is built by fine-tuning a Mistral-7B model using Unsloth for efficient low-rank adaptation (LoRA) fine-tuning on multi-year SEC filings (13F) data from https://www.sec.gov/data-research/sec-markets-data/form-13f-data-sets.
• Orchestrations with LangChain and Agentic AI Implementation using LangGraph 
• Privately hosted model on Ollama Server on AWS Private Cloud ( With g4dn.xlarge GPU with NVIDIA PyTorch Enabled AMI OS Image )

InHouce CoPilot Solution :

• Implemented the integration of Cline ( RooCode) with MCP server for .NET C# Code Base with Fully Owned DeepSeek R1 32B Model on AWS EC2 on Private Cloud ( GPU g4dn.xlarge ) with Ollama Server

InvoiceIQ –

• AI-Powered Supply Chain Financing Platform to improve productivity of Supply Chain Financing Chain , AWS Textract and AWS Comprehend for data extraction and anomaly detection from supplier invoices.
• AWS SageMaker to predict optimal bank pairings based on invoice data, supplier history, and financing trends
• Evaluation included Dell Bhoomi, MuleSoft and ws02
• Lead the team to implement Inhouse IPaaS Solution top of Open Source ws02 which is based on Apache 2.0 license 
• The IPaaS product enables low code solution  to integrate Client's ERP systems like SAP ECC, SAP S4 HANA , Oracle NetSuite, Salesforce
• Implemented 100k Invoice processing from SAP systems using WS02' Micro Integrator 
  Ensured the Open Source Framework is Production Ready by fixing the vulnerabilities in the Apace . Enabled Containerization of the ws02 Micro Integrator to ECS Fargate specific to Client's Needs
• Responsible for introducing Observability solutions to existing AWS ECS Fargate Services 
  Designed and implemented AWS X-Ray ( side car ) Solution to improve Observability 

• Solution Architect cum Technical Manager for CAPE
• Architecting & Leading cutting-edge Capacity Planning Engine ( CAPE ) initiative for 8500+ VMs of DBS Bank 
• Expertise in implementing Machine Learning Algorithms and models - namingly Facebook's fbprophet , Linear Regression for advance forecasting of required Infra Utilization 
• Degradation detection using  Shewhart - Montgomery control charts algorithm

• Technical Manager for 20+ mil SG Mobile Banking replatform from KONY to native iOS/Android mobile banking application designed with rich UI/UX experience
• Implementation  3DS ( 3D secure ) , Faster Payment System  , eStatement enhancements , IAM product integration
• Ownership of TDD , BDD , DevOPS and Test Automation ( coverage 78%)

• Responsible for Capacity Planning for new LifeStyle2.0 CARDS+ CAT1 Mobile Application Platform 
• Responsible for Application and Infra Deployment Readiness

• Forex Time Deposit , 1FA for low and medium risk transactions
• Solution Architect for Implementation of "6- tier" and "3-tier " Zero Down Time resiliency projects for HK & SG Mobile Banking

• Project manager for Cards Remodeling project 
• Responsible for deliverables on developments on ETL , SORs , Integration 

• Responsible for reverse engineering approach to re-engineer front end applications of Branch IT platform ;De-compilers , porting legacy VC++ 2.0 to .NET framework 
• IBM MQ Client Code migration to .NET framework

• Maintenance /enhancement of Repo Trading Platform- GTRepo - Fixed
  Income Prime Brokerage division 
• 24x7 L2-L3 support for  settlement systems flow of high worth , sensitive trades 
• End to end orchestration for Decommission 

• Solution Architect cum Technical Manager  for  implementing Remote IP . Remote IP helps removing requirement of Public IPs in the customer premises , which was erstwhile required by all Alcatel Business partners. DTMF based SSH tunneling solution for service connectivity to remote PBX systems
• Responsible for L3 maintenance of OXO product line, solutioning of new enhancements - MyIC mobile development 
• Full EMEA ownership with L2 & business partners 

• Tech lead for PIMPhony(softphone) , Omni PCX Management Console , TAPI and Open Telephony Server , Static and dynamic memory
  management initiatives
• Ensuring adherence to SLAs on maintenance defects

• Enhancement  of OmniPCX Management Console ,Open
  Telephony Server and TAPI for soft phone interface with PBX.
• Development for backward compatibility aspects using gSoap services
  and conversion of FTP / wininet into HTTP/ WinHTTP protocol
• Usage of DevPartner Visual Studio for memory leaks detection 

• Developer for OmniPCX Management Console - on Windows MFC , Win32 , FTP & TCP 
• Won "FIRST CENTURY" award for having fixed first 100 defects  

• Design and development of Remote Monitoring WMI Server , developed
  using TCP/Win32 API 
• Custom Multithreaded Threadpool - custom Message Queue  - Pollers 

• Development of SHOUTCAST stream server (proxy server on TCP - Win32/MFC  )which is a CRM product for voice broadcast over net.

• Programmer for engineering automation project - GeoCAD, Geometric
  & trigonometric solutions and coding
• Extensive use of algebra & trigonometry combined with Device Context programming on Visual C++