BTG // Software

Open to Software & AI Roles · 2026

Bhargava Teja Reddy Guddeti

Building production-minded software with a focus on AI/ML systems, backend engineering, and financial analytics. Strong data structures foundation with a bias for practical execution.

Explore WorkContact

8+

Projects shipped across AI, finance & systems

1

Industry role in financial services

4

Domains: AI/ML · Finance · Backend · Healthcare

PYTORCH LANGCHAIN TRANSFORMERS FAISS FASTAPI NEXT.JS SQL DOCKER FINTECH AI/ML SYSTEMS DISTRIBUTED INFERENCE ALGORITHMIC TRADING HEALTHCARE SYSTEMS PYTORCH LANGCHAIN TRANSFORMERS FAISS FASTAPI NEXT.JS SQL DOCKER FINTECH AI/ML SYSTEMS DISTRIBUTED INFERENCE ALGORITHMIC TRADING HEALTHCARE SYSTEMS

Project Portfolio

Selected Software & AI Projects

Across machine learning systems, backend engineering, fintech analytics, and healthcare — each project is built around a real workflow with interactive demos.

01 / 08

AI / ML

LLM Fine-Tuning Pipeline

Shipped

End-to-end pipeline for domain-adaptive fine-tuning of large language models using LoRA and QLoRA with automated training monitoring and experiment tracking via Weights & Biases.

Achieved 3× inference speed improvement via post-training quantization with under 2% accuracy loss on domain-specific benchmarks.

PyTorchTransformersLoRACUDAPythonW&B
GitHub →

Professional Experience

Experience in Software Delivery

Professional software development experience focused on financial systems at Capri Global Capital.

2022 – 2023

Financial Services

Software Developer

Capri Global Capital

India

  • Developed and maintained software features for financial workflows and operational systems.
  • Collaborated with cross-functional teams to deliver stable, production-ready feature releases.
  • Contributed to backend API integration, data pipeline optimizations, and application performance improvements.
PythonSQLJavaScriptAPI IntegrationPerformance Optimization

Technical Competencies

Engineering Capabilities

From AI/ML systems to full-stack delivery and data engineering — end-to-end technical breadth.

01

AI & Machine Learning

Building intelligent systems from data pipeline to production deployment.

PyTorchTransformersLangChainFAISSLoRA / QLoRALSTM / RNNscikit-learnWeights & Biases

02

Frontend Engineering

Building responsive, fast, and polished user interfaces.

React.jsNext.jsJavaScript (ES6+)TypeScriptHTML5CSS3Framer MotionTailwind CSS

03

Backend & API Engineering

Designing service layers and robust integration workflows.

PythonFastAPINode.jsExpress.jsREST API DesignRedisDockerCI/CD

04

Data & Database Systems

Structuring data models and analytics pipelines for product decisions.

SQLPostgreSQLMySQLMongoDBPandasNumPyData ModelingPerformance Analytics

05

Developer Tools & Delivery

Shipping production-ready software with modern tooling.

Git & GitHubDockerCI/CD PipelinesLinuxPostmanUnit TestingIntegration TestingAgile

Full Technology Stack

PyTorchTransformersLangChainFAISSLoRACUDAReact.jsNext.jsJavaScriptTypeScriptFramer MotionPythonFastAPINode.jsExpress.jsRedisDockerSQLPostgreSQLMongoDBPandasNumPyGitCI/CDLinuxPostmanAgileSystem Design

Academic Background

Educational Qualifications

Master of Information Systems

Saint Louis University, Saint Louis, Missouri

Advanced coursework in information systems, software engineering, and business-aligned technical problem solving.

Contact Information

Available for Software Engineering Opportunities

Open to discussing roles across AI/ML engineering, backend, and full-stack product delivery.

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