Building intelligent systems, scalable cloud applications, and AI-powered products.
I am a Software Engineer with strong focus on AI systems, cloud infrastructure, and full-stack engineering.
My work combines machine learning, backend systems, and modern web technologies to build practical products.
Key areas I work in:
- AI Systems & LLM Applications
- Machine Learning & Computer Vision
- Cloud Data Pipelines
- Full Stack Web Applications
- Scalable Backend Services
I enjoy building production-ready AI solutions and data-driven systems.
Oct 2025 – Jan 2026
- Developed AI agent guardrails and monitoring systems for safe LLM behavior.
- Implemented runtime validation mechanisms using the HaliosAI Python SDK.
- Built observability pipelines for detecting prompt injection and behavioral drift.
- Automated deployments using containerized cloud infrastructure.
Aug 2025 – Sept 2025
- Built data engineering pipelines on GCP (BigQuery, Dataflow, Pub/Sub).
- Automated Python workflows for data transformation and analytics pipelines.
- Implemented CI/CD pipelines with Docker and GitHub Actions.
- Debugged and optimized large-scale ML data processing pipelines.
Jun 2024 – Aug 2024
- Built React-based web modules with CRUD operations and REST APIs.
- Designed optimized SQL queries improving performance by 25%.
- Integrated frontend with backend services ensuring consistent data flow.
Deep learning pipeline for plant disease classification.
Tech Stack Python | TensorFlow | OpenCV | Computer Vision
Key Results:
- Dataset: 1700–7400 plant images
- Achieved 98.85% classification accuracy
- Implemented preprocessing and cross-validation pipeline
Hybrid CNN + LSTM architecture to generate captions from images.
Tech Stack Python | NLP | Deep Learning
Features:
- Trained on Flickr8K dataset
- Evaluated using BLEU score metrics
- Integrated computer vision with NLP pipeline
AI-powered cattle healthcare and veterinary marketplace.
Tech Stack Machine Learning | PHP | MySQL | Bootstrap
Features:
- Disease prediction for livestock
- Feed monitoring system
- Veterinary medicine marketplace
- Secure authentication system
🏆 Top 5 – MIT CORER Hackathon 2024
- Research publications in ICISS 2025 and Springer ADCIS 2024
- Received $200 research funding from La Trobe University, Australia
- Built prototype for speech recognition system for voice disorders
Python • Java • JavaScript • SQL
Machine Learning
Deep Learning
Computer Vision
NLP
Transformers
Embeddings
Model Evaluation
LLMs
Prompt Engineering
RAG Pipelines
Vector Search
AI Safety Guardrails
React.js
Node.js
HTML5
CSS3
Bootstrap
Tailwind CSS
GCP (BigQuery, Dataflow, Pub/Sub)
AWS
ETL Pipelines
Data Processing
Docker
CI/CD
GitHub Actions
Model Deployment
Git
GitHub
Postman
Agile / Scrum
📧 Email: sanga.akhila.career@gmail.com
📍 Pune, Maharashtra, India
⭐ If you find my projects interesting, feel free to explore and connect.