Siva Kumar Surasani

Machine Learning Engineer

Denton, Texas, United States5 yrs 6 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in Machine Learning and Full-Stack Development.
  • Proven track record in optimizing system performance.
  • Strong background in cloud-native application development.
Stackforce AI infers this person is a Machine Learning and Full-Stack Development expert in the SaaS industry.

Contact

Skills

Core Skills

Machine LearningFull-stack DevelopmentAmazon Web Services (aws)Natural Language Processing (nlp)Database Management System (dbms)Software DevelopmentData Structures

Other Skills

Neo4jDockerCI/CDAWSReact.jsREST APIsFAISSLangChainOpenAI Function CallingAWS KinesisLambdaDynamoDBDense EmbeddingsCompetitive codingSQL

Experience

5 yrs 6 mos
Total Experience
1 yr 6 mos
Average Tenure
11 mos
Current Experience

Microai

Machine Learning Engineer

Jul 2025Present · 11 mos · Irving, Texas, United States · On-site

Grantaide

AI Intern

Mar 2025Jun 2025 · 3 mos · San Francisco, California, United States · Remote

  • Developed and deployed cloud-native RAG microservices using Docker, integrating with CI/CD workflows (GitHub Actions) to enhance system scalability and increase throughput by 30%.
  • Built responsive React.js interfaces and integrated RESTful APIs for dynamic data rendering, enabling seamless interaction with AI services and improving user experience across web platforms.
  • Integrated AWS Bedrock and FAISS for distributed vector search across Amazon S3, improving LLM-driven contextual retrieval precision by 35%.
  • Implemented an agentic AI orchestration system using LangChain, OpenAI Function Calling, and FAISS-based retrieval, enabling autonomous reasoning over document collections and real-time decision flows.
  • Built a real-time ingestion pipeline using AWS Kinesis, Lambda, and DynamoDB Streams, optimizing ingestion throughput and reducing latency by 40% for high-speed RAG applications.
  • Implemented performance-optimized file indexing using FAISS with dense embeddings, enabling efficient similarity search and reducing query response time by over 50% in document-grounded RAG applications.
Machine LearningNeo4j

University of north texas

3 roles

Instructional Assistant

Aug 2024May 2025 · 9 mos · Denton, Texas, United States

  • Fall 2024 & Spring 2025
  • CSCE 5150 - Analysis of Computer Algorithms
Amazon Web Services (AWS)Competitive coding

Research Assistant

Promoted

Jan 2024May 2025 · 1 yr 4 mos · Denton, Texas, United States

  • Engaged in material science research, optimizing stress-strain graphs and extracting data from over 200 research papers.
  • Optimized data access by designing efficient queries and schemas using SQL and NoSQL (MongoDB) databases.
  • Developed software for social graphs to insert and delete edges in large-scale networks using OpenMP and C++.
  • Built a Python, Flask, and React-based chatbot to guide web developers on WCAG accessibility and best practices.
Natural Language Processing (NLP)Amazon Web Services (AWS)

Student Assistant

Aug 2023Dec 2023 · 4 mos · Denton, Texas, United States

Data StructuresAmazon Web Services (AWS)

Justdial

Senior Software Engineer

Jul 2022Aug 2023 · 1 yr 1 mo · Bengaluru, Karnataka, India

  • Developed a Python-based API to convert QR codes into images and integrated it across platforms.
  • Improved document verification speed by developing efficient APIs and login/signup web pages.
  • Enhanced database performance by optimization of MySQL and MongoDB queries.
Full-Stack DevelopmentSQL

Droom

2 roles

Software Engineer

Promoted

Oct 2021Jun 2022 · 8 mos

  • Developed listing-matching APIs, delivering matches according to user preferences.
  • Developed web pages for managing Auctions, Brand stores, Extended warranty, Road side assistance, and Market place.
  • Created Cron Jobs for periodic updation of listing status, user preferences, and locations.
Full-Stack DevelopmentSQL

Associate Software Engineer

Aug 2020Oct 2021 · 1 yr 2 mos

Full-Stack DevelopmentSQL

Education

University of North Texas

Master's degree — Computer Science

Aug 2023May 2025

Indian Institute of Information Technology Kota

Bachelor of Technology — ECE

Jul 2016May 2020

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