Summary
Overview
Work History
Education
Skills
Timeline
Manager
Srinivasa Phanindra Kala

Srinivasa Phanindra Kala

Senior Technical Architect Conversational AI
Bangalore,Karnataka

Summary

Senior Technical Architect in the field of Conversational AI under the umbrella of Enterprise Architecture. Having 17+ years of Experience in the field of AI, Data Science, Integrations of WhatsApp, AEM and mobile banking channels with Bot, good understanding of the Voice integrations.

Expertise in the field of Local AI, leveraging the GenAI capabilities and Agentic AI for Employee onboarding, Loan processing a fully automated soulution, Document verification process with VQA with context designing along with RAG and vector DB.

Designed and implemented the strategy for MLOps pipelining with trusted Open sources.

Designed and Deployed the strategy for Branching, Deployment pipelines. Lead the AWS cost optimization on the CAI platform. Designed and developed the Enterprise usecases with SOTA for Play-Store Analytics, Content Skimmer Engine, PoCs like Audio Sentiment Analysis Tool, Intelligent Search Engine etc.

Manager Consulting Expert in RPA, AiOps,Data Science and ML model deployment and pipeline expert with 14+ years of progressive experience and proven record of Significant, successful contribution in Software development, Robotic automation,Smart Operations, process Improvement, business analysis/evaluation and product-development.

Extensively worked with process assessment, requirement gathering, feasibility analysis for automation needs of web, desktop, mainframe based applications and created strategy for solutions using test automation and Robotic process automation tools like Automation Anywhere. Created end to end test Automation strategy for applications that includes multiple layers that includes DB, web services, UI, and legacy application decencies.

Implemented Continuous integration/Continuous Delivery Pipe line using CI tools like Airflow and MlFlow.

Overview

18
18
years of professional experience

Work History

Enterprise Conversational AI Solution Architect

IDFC FirstBank
08.2021 - Current

Senior Technical Solution Architect for Conversational AI

  • Designed the entire architecture for Pre-Login and Post-Login
  • Integration of the WhatsApp Channel
  • Integration of the IVR channel
  • SFDC Integration with Bot service
  • Memory Optimization - Node clustering - Avoid OOMs
  • Cloud Cost Optimization
  • Performance Testing Closure
  • Designed the Development Branching and Deployment strategy
  • Helping production engineering for high and critical incidents
  • Local Text Summarizer - Content Skimmer Engine
  • Play Store Analytics - Fully automated AI solution, Sentiment review, Squad Assignment, JIRA ticket creation

Manager Consultant Expert

CGI
Bangalore, Karnataka
05.2009 - 08.2021
  • Deigned and deployed the AI Ops solutions with Machine Learning and Deep Learning techniques. One among is Change Risk Prediction Tool, will help to manage and reduce the change failure rates and associated incident Mean-Time-To-Resolve.
  • In the journey of AI Ops, we built a Recommendation Engine with Natural Language Processing and Understanding techniques. It is called as Incident Resolution Recommendation Engine, will help to increase Operational Efficiency, SLA compliance, Customer Experience.
  • In regards to Smart Operations and self-serve in Knowledge management area, AppManageBot was implemented. The Bot is able to assist 800+ applications information, server mappings, upstream and downstream with Business Impact details.
  • In terms of Hyper Automation, we designed and deployed a MIORuleEngine - an Auto Inferencer with Dynamic ruling with predictive analytics. This tool provides ZERO human intervention in Application sanity assessment and interpretation using Intelligent Automation Platform with data analytics.
  • Giving Deep Learning workshops on Computer Vision, NLP, (LSTM,ANNs,AutoEncoders) to help developers, researchers and data scientists to adopt the technology.
  • Focused on some of the DeepLearning based NLP tasks such as Text Summarizations, Text classification, NER, and topic modeling for Smart Document Processor.
  • Defined end to end robotic process automation strategy Assessed existing process and determined automation feasibility for RPA Created Architecture diagrams and defined infrastructure needs for RPA implementation.
  • Implemented the Reusable Hybrid Automation Framework with Selenium Web driver and grid for web automation,Ansible playbook driven SystemVitals Framework, Middleware components.
  • Implemented RPA using Automation Anywhere for Order Kickouts in COM space with great reduction in operational expenses.
  • Worked with client prospective proposals to develop integrated solutions and lead detailed architectural dialogues to facilitate delivery of comprehensive solution in Automation area.
  • Introduced agile methodologies and effective development best practices to division to enhance product development.

Software Engineer

IBM
Pune, Maharashtra
01.2007 - 04.2009
  • Orchestrated efficient large-scale software deployments, including testing features and correcting code.
  • Exhibited strong technical aptitude and application expertise resulting in optimized performance, continuous improvement recommendations and product innovation.
  • Resolved product design, acquisition and launch concerns to achieve customer's targeted business goals.
  • Addressed technical issues and guided end users through resolution.

Education

PG Certification in Data Science, ML, AI & BigData - Data Science

IIT
Roorkie
03.2021 - Current

Graduate - Computer And Information Sciences

Shobit University

Diploma in Computer Engineering - Computer Engineering Technology

CRR - Polytechnique
Andhra Pradesh

Skills

Local Al, Gen AI, Data Engineering, AiOps , MLOps,ULMFit, Transformers,BART

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Timeline

Enterprise Conversational AI Solution Architect

IDFC FirstBank
08.2021 - Current

PG Certification in Data Science, ML, AI & BigData - Data Science

IIT
03.2021 - Current

Manager Consultant Expert

CGI
05.2009 - 08.2021

Software Engineer

IBM
01.2007 - 04.2009

Diploma in Computer Engineering - Computer Engineering Technology

CRR - Polytechnique

Graduate - Computer And Information Sciences

Shobit University
Srinivasa Phanindra KalaSenior Technical Architect Conversational AI