Sathwika Parshaboina 000

Hi, I'm

Sathwika Parshaboina

AI Software Engineer

Building AI systems for production.

I build AI systems end to end — from intelligent workflows and retrieval to backend services, evaluation, and production infrastructure.

Sathwika Parshaboina
0Years
Software engineering
0
Pricing calculations / day
0
Production latency
0
Latency reduction

Capabilities

AI systems, end to end.

01

Agentic AI

Agents, multi-agent workflows, tool use, and orchestration.

02

RAG & Knowledge Systems

Retrieval, hybrid search, reranking, and grounded generation.

03

Conversational & Voice AI

Real-time AI agents with streaming and backend tool execution.

04

AI Evaluation & Reliability

Evaluation pipelines, guardrails, tracing, and observability.

05

Backend & Distributed Systems

Scalable APIs, event-driven systems, caching, and cloud infrastructure.

06

LLM Fine-Tuning

PEFT, LoRA/QLoRA, quantization, and model adaptation.

Projects

Selected work.

01

AI Financial Intelligence Platform

Evidence-grounded financial research system combining agentic workflows, structured data, hybrid retrieval, ranking, and automated evaluation.

  1. Question
  2. Plan
  3. RetrieveSQL + Vector
  4. Rank
  5. Analyze
  6. EvaluateGrounding + Reliability
  7. Answer
  • LangGraph
  • FastAPI
  • PostgreSQL
  • pgvector
  • Redis

02

Real-Time Voice AI Agent

Real-time voice agent that handles hotel reservation workflows by verifying guests, retrieving booking data, and executing reservation changes through backend tools.

  1. Guest
  2. Voice Stream
  3. Nova Sonic
  4. Tool Executionverify · retrieve · update
  5. Reservation Data
  6. Response
  • Amazon Nova Sonic
  • Bedrock
  • DynamoDB
  • Asyncio

03

LLM Fine-Tuning

Parameter-efficient LLM adaptation using fine-tuning and quantization.

  1. Base Model
  2. QLoRA
  3. Fine-Tune
  4. Adapted Model
  • PEFT
  • LoRA
  • QLoRA
  • Quantization
  • Hugging Face

04

Insurance Cost Estimator

Regression-based insurance cost prediction served through a web application.

  1. User Inputs
  2. Regression Model
  3. Cost Prediction
  • Regression
  • FastAPI
  • React
  • TypeScript

More on GitHub

Contact

Let's connect.

Interested in my work or want to discuss an opportunity? Send me a message.