Vetted Talent
Prakash Singh
Vetted Talent
Python | GenAI/ML Engineer with 10+ years of experience in developing scalable AI applications, LLM integrations, and data workflows. Skilled in RAG pipelines, LangChain, Chainlit, vector databases, and embedding techniques.
Proficient in leveraging Azure services like Azure OpenAI, Cognitive Search, Blob Storage, and Functions to deliver robust AI solutions.
- Role
Cloud Consultant
- Years of Experience
11 years
Skillsets
- Azure cognitive search
- Grafana
- Hugging Face
- LangChain
- LLM integration
- RAG pipelines
- Genai development
- CI/CD - 6 Years
- Airflow
- Aws sagemaker
- Easyocr
- Azure Functions
- Azure openai
- data retrieval
- Embedding Generation
- Kafka
- MongoDB
- PostgreSQL
- Terraform
- Vector databases
- Kubernetes - 6 Years
- Django - 8 Years
- MySQL - 8 Years
- MySQL - 8 Years
- Python - 10 Years
- FastAPI - 5 Years
- Flask
- NumPy
- TensorFlow
- Docker - 8 Years
- Django - 8 Years
- pandas
- OpenCV
- PySpark
- PyTorch
- Hugging Face
- Apache Flink
- BeautifulSoup
- Chainlit
Vetted For
11Skills
- Roles & Skills
- Results
- Details
Senior Backend Engineer - Python/Django (Remote)AI Screening- 73%
- Skills assessed :experience working with clients outside India, Frontend technologies, react, API development, Distributed Systems, DRF, English, Django, GCP, Postgre SQL, Python
- Score: 29/40
Professional Summary
11Years
- Aug, 2024 - Present1 yr
Cloud Consultant
Rapid Circle - Aug, 2021 - Aug, 20243 yr
Python Lead - AI/ML
Eastern Enterprise - Nov, 2019 - Feb, 20211 yr 3 months
Technical Program Manager
Piri.ai - Jun, 2014 - Jun, 20173 yr
Software Engineer
Webricots - Jun, 2017 - Nov, 20192 yr 5 months
System Analyst
Bed Bath & Beyond
Applications & Tools Known
Git
RabbitMQ
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JWT
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Firebase
Azure
PayPal
Braintree
Pandas
BeautifulSoup
NumPy
OpenCV
Redis
Nginx
Celery
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Docker
Kubernetes
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Jenkins
Terraform
Azure OpenAI
Azure Blob Storage
Azure Functions
Azure API Gateway
Terraform
GitHub Actions
AWS
Airflow
SQL
REDIS
NGINX
Django ORM
Plotly
Dash
Matplotlib
Seaborn
gRPC
WebSockets
RDS
EC2
Lambda
AWS Glue
Azure Logic Apps
Work History
11Years
Cloud Consultant
Rapid CircleAug, 2024 - Present1 yr
Design and deploy LLM-powered applications using Azure OpenAI, implement RAG pipelines, automate workflows using Azure Functions and Python, manage secure data storage, and deploy high-performance APIs.
Python Lead - AI/ML
Eastern EnterpriseAug, 2021 - Aug, 20243 yr
Led the development of scalable applications using Python frameworks, implemented LLM fine-tuning, built workflows using Airflow and PySpark, and integrated APIs with Azure services.
Technical Program Manager
Piri.aiNov, 2019 - Feb, 20211 yr 3 months
Designed data preprocessing pipelines and developed customer chatbots, implemented EDA and feature engineering, and integrated ML models with backend systems using Django and REST APIs.
System Analyst
Bed Bath & BeyondJun, 2017 - Nov, 20192 yr 5 months
Developed payment gateway integrations, customized legacy systems, and worked on caching and deployment functionalities.
Software Engineer
WebricotsJun, 2014 - Jun, 20173 yr
Developed new functionalities and APIs for a motor insurance domain, built reusable code, and maintained Django-based systems.
Achievements
- Designed and developed a new discount module (Campingcard)
- Created Rest APIs for both frontend components
- Handled both the teams, backend and frontend and resolved blockers
- Created a common Availability middleware layer for all the business partners
- Developed complete Payment & wallet system
- Integrated multiple Payment gateways (Adyen and PayPal)
- Created Fast APIs using Starlette Framework
- Created a chatbot using Rasa framework and integrated it with Rest APIs
- Worked simultaneously with E-Commerce and Data science team
- Developed Sentiment analysis model using NLP and integrated with the chatbot
- Involved in Development, writing Test cases, Git affair and also actively involved in Code review
- Involved in integrating Payment Gateway (Braintree Payment gateway) into our Monolithic Application i.e Legacy platform and also customized it
- Developed Vault functionality in Payment service
- Developed and integrated JWT
- Worked on two Databases simultaneously (MySQL and PostgreSQL)
- Used Zappa for deploying our lambda function on AWS
- Integrated AVALARA tax calculating tool into our Monolithic Application
- Used CELERY as a task queue, REDIS for Caching and NGINX as a web server
- Worked as a Software Engineer, Developing new functionalities, enhancing and maintaining them using Python, Django/Django Rest Framework
- Involved in Django Admin and making key filters
- Build Reusable code and Libraries for future use
- Developed Login and Logout APIs for Motor Insurance domain (3rd party which used our APIs and fetched our Database)
Major Projects
7Projects
Fannilla - (CMS - Video streaming)
Architected and developed a custom framework built on top of Starlette, adhering to microservices architecture principles for scalable and maintainable services. Designed and implemented Database schemas using DBML. Created Authentication middleware & SSO through Googles Firebase. Applied the Repository-Controller design pattern to develop robust and maintainable code, managing end-to-end logic and providing RESTful endpoints for the frontend team. Implemented gRPC protocol to facilitate low-latency communication between Microservices. Developed context manager for efficient and secure management of database connection. Involved in creating ETL pipelines using Azure services for multiple modules like, Subscription, Payment etc.
Chatbot Using Rasa
Created a chatbot using Rasa framework and integrated it with RestAPIs. Worked simultaneously with E-Commerce and Data science team. Developed Sentiment analysis model using NLP and integrated with the chatbot.
Property management system (PMS)
Jul, 2021 - Present4 yr 1 month
PMS is an E-commerce web application which manages campsites across Europe. Developed backend using Django and created Rest APIs for frontend components and a common availability middleware layer for business partners.
Fannilla (CMS - Video content)
Jul, 2021 - Present4 yr 1 month
Fannilla is a video content website with microservice architecture. Developed complete Payment & wallet system, integrated multiple payment gateways and created Fast APIs using Starlette framework.
Secomind.ai
Jan, 2019 - Jul, 20212 yr 6 months
Artificial Intelligence tool interacting with customers through various channels like SMS, chat, WhatsApp, and social media. Developed chatbot using Rasa framework and sentiment analysis model.
Decorist
Jan, 2017 - Jan, 20192 yr
Online home decor interior design application where designers help users decor their homes. Involved in development, writing test cases, code review, and integration of various payment and tax tools.
Webricots Project
Jan, 2014 - Jan, 20173 yr
Developed backend services for motor/vehicle policies and health insurance using Django. Involved in Django admin and developing Login and Logout APIs.
Education
B.Tech
RGPV University (2012)HSC
LAHS, Mhow (2007)Secondary Education
KV Bhuj (2005)