Sowmya Rani

AI Researcher

Bengaluru, Karnataka, India16 yrs 1 mo experience
Highly StableAI Enabled

Key Highlights

  • Expert in building multi-agent AI systems for customer support.
  • PhD researcher focused on improving language model accuracy.
  • Led successful AI projects in a Fortune 50 company.
Stackforce AI infers this person is a Data Science and AI expert specializing in multi-agent systems and customer support technologies.

Contact

Skills

Core Skills

Machine LearningData ScienceAnalyticsAi AgentsData AnalysisAlgorithms

Other Skills

Generative AIPredictive AnalyticsData GovernanceCritical ThinkingClient RequirementsTechnical DocumentationAnthropic ClaudeClaude SkillsLangChainWord EmbeddingsTransformer ModelsBERT (Language Model)Large Language Models (LLM)StatisticsProject Documentation

About

I build AI systems that talk to humans well enough that humans don't notice. I'm a Principal Data Scientist at Verizon, working on agentic AI, multi-agent systems, LLM tooling, and the boring but critical infrastructure that keeps them safe in production. I'm also a PhD scholar in Computational Linguistics at BITS Pilani (Goa), which is really just a fancy way of saying I spend a lot of time thinking about why language models still get language wrong. Lately, I've been stuck on one problem: customer support that doesn't make people want to throw their phone across the room. Most support chatbots are one tired agent doing ten jobs. I think the real answer looks more like a team: triage, specialist, escalation, memory, each one good at its own thing, built on frameworks like Google ADK. I write about what works, what breaks, and what nobody warns you about in the docs. Here's what you'll find on this profile. Posts on multi-agent systems, ADK, and agent evaluation. Lessons from shipping AI inside a Fortune 50 telco, which is very much not the same as shipping a demo. And every so often, some honest writing about how to keep growing as an engineer when the field reinvents itself every six months. If you're working on customer-facing AI, agent evaluation, or you just want to argue about whether agents are real engineering or fancy plumbing, my DMs are open.

Experience

16 yrs 1 mo
Total Experience
3 yrs 5 mos
Average Tenure
2 yrs 2 mos
Current Experience

Verizon

Principal Data Scientist - AI Science

Apr 2024Present · 2 yrs 2 mos · Bengaluru, Karnataka, India · Hybrid

Data ScienceMachine Learning

Accenture

AI Engineering Assoc Manager

Aug 2021Apr 2024 · 2 yrs 8 mos · Bengaluru, Karnataka, India · Hybrid

  • As a Data Scientist at the forefront of AI-driven transformations in manufacturing, I focus on enhancing efficiency and predictive maintenance through cutting-edge technology. My work includes developing predictive and recommendation engines that have significantly improved decision-making processes for our clients.
  • Key Achievements:
  • AI-Enabled Robotic Platform: Successfully integrated speech capabilities into Spot, a versatile robotic platform, using generative AI, enhancing its functionality and user interaction.
  • Predictive and Recommendation Engines: Developed and deployed advanced predictive and recommendation systems that have streamlined operations and decision-making processes across various projects.
  • Sustainability Initiatives: Led sustainability and energy reduction initiatives, delivering unique, tailored solutions that address complex challenges faced by manufacturing clients.
Machine LearningAnalytics

Amadeus it group

Senior Software Engineer

Aug 2014Aug 2021 · 7 yrs · Banglore

Data AnalysisClient Requirements

Ness digital engineering

Software Engineer

Aug 2013Aug 2014 · 1 yr · Bangalore Urban, Karnataka, India

Technical DocumentationAlgorithms

Tech mahindra (formerly mahindra satyam)

software engineer

May 2010Aug 2013 · 3 yrs 3 mos · Banglore

Algorithms

Education

Birla Institute of Technology and Science, Pilani - Goa Campus

Doctor of Philosophy - PhD — Data science

Jan 2023Jan 2028

Birla Institute of Technology and Science, Pilani

Master of Technology - MTech — Data science

Oct 2020Sep 2022

N M A M Institute of Technology, NITTE

BE — comuputer science

Jan 2005Jan 2009

Mahatma Gandhi Memorial College, Udupi - 576102

Jan 2003Jan 2005

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