venkat srleo
hi, i'm venkat.

i'm a engineer by day, committed to working hard to ensure each project achieves maximum value and success.

i find joy in building srleo — a startup aimed at providing a free taskenable app for local professionals to find work and customers and at the same time, building trust and empowering businesses through corecitrus solutions.

TaskEnable
TaskEnable Appa go-to app for finding local professionals and customers.
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CoreCitrus SolutionsUnlock Your Business Potential with CoreCitrus Solutions and Services.
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Venkat Atmuri

Chantilly, VA | [email protected]

Summary

I have expertise in AI, Big Data, Data Engineering, Cloud Solutions, and Software Development. Delivered scalable applications and data platforms across healthcare, telecom, and service industries using cloud-native architectures on AWS and Azure. Developed AI platforms featuring real-time analysis, chatbots, and agents.

Technical Expertise

  • Programming: Python, SQL, Scripting, JavaScript, TypeScript
  • Databases: PostgreSQL, Snowflake, MongoDB, Redis, Milvus
  • LLMs & AI: OpenAI, Meta LLaMA, Hugging Face, LangChain, Vanna AI, RAG, AI agents
  • Full-Stack: Flask, FastAPI, React, Angular, Node.js, GraphQL, REST APIs, Jest, PyTest,
  • Cloud & DevOps: AWS, Docker, Kubernetes, Jenkins, GitHub
  • Big Data: Hadoop, HDFS, Spark, Hive, Kafka

Experience

Staff Engineer | Blue Verse - Dealer Uplift

Sep 2024 - Present | Herndon, VA

  • Architected scalable platform with sentiment analysis, real-time reporting, recommendations and etc.
  • Built data ingestion pipelines for 10+ review sources enabling real-time analysis.
  • Optimized AI-driven content generation for social media, and business intelligence reports.
  • Implemented RAG pipelines with Milvus for document processing and embedding search.
  • Developed document intelligence system with Milvus for efficient search and processing.
  • Created AI chatbot using Flask, Vanna AI, and vector embeddings for text-to-SQL queries, with memory for context persistence and automated content generation.
  • Integrated OpenAI and AWS Bedrock APIs in Python for high-token batch and chat inference.
  • Engineered LLM prompt workflows with chunking, templates, and safety filters for reliable JSON output.
  • Created FastAPI services for document upload, LLM integration, summarization, and AI reports.
  • Built Flask-based services for chatbot functionality and text-to-SQL query processing.
  • Built responsive UI with real-time dashboards and chat for user data queries.
  • Developed and managed CRM apps with Angular, Node.js, GraphQL, and PostgreSQL.
  • Managed CI/CD pipelines using GitHub Actions, Jenkins, Docker, and AWS for streamlined deployments and scalability.

Lead Data Engineer | Global Wireless Solutions

Jul 2017 - Jul 2024 | Dulles, VA

  • Built and managed big data pipelines and Hadoop clusters (Cloudera, Hortonworks) on-premises and AWS with Kerberos/LDAP security. Optimized real-time streaming using Kafka and Kinesis Firehose.
  • Built and maintained AWS infrastructure including EC2, security groups, auto-scaling, load balancers, Step Functions, Lambda, S3, RDS, CloudWatch, SNS, SQS, VPC, IAM, API Gateway, CloudFront.
  • Built and managed PostgreSQL, Snowflake, SQL Server, and MongoDB. Migrated data from Hadoop to Snowflake with Python and PySpark. Tuned SQL queries and ETL for high-volume processing.
  • Built and automated data ingestion, exports, and workflows with Airflow, Oozie, cron, web scraping, and APIs. Implemented security: MFA, IAM, encryption, DMZ, WAF. Managed backups and disaster recovery.

Software Engineer | AITAC Services

Sep 2016 - Jul 2017 | North Brunswick, NJ

  • Built SQL Server databases and Python ETL modules.
  • Automated workflows and web scraping with Python.
  • Built Flask web apps on AWS EC2 with PostgreSQL.

Projects

TaskEnable App | taskenable.com

  • I developed and launched a full-stack application (Android, iOS, Web) that connects local gig professionals with customers for free, spanning tasks like home repairs, plumbing, and dog walking.
  • Implemented CI/CD pipelines, security measures, auto-scaling, and AI-powered recommendation and fraud detection.
  • Managed entire development lifecycle from design and coding to deployment and marketing at minimal cost.

Education

MS in Computer Science | Rivier University, Nashua, NH | Aug 2016