
Abhijith V K
Verified Expert in Engineering
Software Developer
Palakkad, Kerala, India
Toptal member since November 24, 2022
Abhijith, an engineer with a master's in electrical engineering, excels in creating practical tech solutions. He developed formMaster, a document extraction API as service platform, revamped a SaaS platform for virtual assistants, and built a Web 3.0 crypto marketplace. His work balances technical expertise with a robust and scalable architecture.
Portfolio
Experience
- Python 3 - 6 years
- Python - 6 years
- Django REST Framework - 5 years
- Django - 5 years
- Flask - 4 years
- Celery - 4 years
- Machine Learning - 4 years
- Solidity - 2 years
Availability
Preferred Environment
Docker, Linux, Python 3, Flask, Django, Celery, Redis, REST APIs, Back-end, Python
The most amazing...
...I've built is formMaster, a data extraction pipeline with API as a service, to automate data entry, extraction, and transformations from PDFs and images.
Work Experience
Lead Architect
PilateWaveAI
- Architected a system to gather and process content from diverse web sources across languages and modalities (text, audio, video, images).
- Created an MVP for alpha testing (chat.pwave.one) to demonstrate the platform's capabilities.
- Set up a pluggable interface to connect with state-of-the-art models offered by providers such as GCP, Azure, and AWS.
Lead Full-stack Developer
PilateWaveAI
- Developed the architecture and the infrastructure for formMaster, an ML and ANN-based document extraction pipeline with API as a service.
- Architected a medical system management facilitating a single repository for patient history, with features such as smart primary healthcare assistance.
- Created custom decision graphs to run AI and ML pipelines.
Python Developer
Syngenta - 2024 Talent
- Developed a Python-based Amazon Bedrock-powered incident resolution bot system to streamline operations and improve efficiency.
- Implemented NLP for user interactions and API integration with incident tracking systems.
- Developed a retrieval-augmented generation (RAG) knowledge base for learning from past incidents. The knowledge bases were intentionally kept sparse and nonredundant to better enclose all the relevant vectors.
Full-stack Python Developer
Devron
- Created a Python library for data scientists to run federated machine learning.
- Led the hexagonal architecture design to have an interface-first architecture to seamlessly operate between different cloud providers.
- Undertook the design of the Go module for isomorphic encryption.
Lead Architect
Sketch App Solutions
- Handled high-level design (HLD) and low-level design (LLD) of a social interactive ticketing trading platform powered on Web 3.0 with smart contracts on MATIC EVM.
- Architected and built a digital marketing SaaS platform powered by AI.
- Integrated social media APIs for social media management and analytics.
- Used open AI and other public AI models to meet particular user needs.
- Used the following technologies: Python 3, Django, HTML5, Django ORM, MySQL, PostgreSQL, and HTML.
Lead Full-stack Developer
Gnani.ai
- Restructured the database and application architecture of the bot-builder platform to scale efficiently.
- Developed Python modules to be used by the team for building APIs.
- Optimized the Redis cache layer for memory-efficient storage.
- Reduced the response time with write-through cache with Redis, Celery, and MongoDB.
- Used the following technologies: Rasa.ai, Celery, Redis, MongoDB, Flask, HTML5, Rasa NLU, Django ORM, JavaScript, and HTML.
Senior Back-end Engineer
Mesky
- Developed multiple RESTful APIs to enhance back-end services.
- Handled database modeling and queuing and set up other asynchronous tasks with Celery and Redis.
- Improved the search response time with Elasticsearch.
- Ensured code quality and test coverage as part of my role.
- Integrated third-party APIs such as Instagram Display API.
- Used the following technologies: Elasticsearch, Docker, Kubernetes, SQLAlchemy, Linux, Python 3, Python API, Flask, Django, Redis, Apache Kafka, APIs, REST APIs, back end, Python, Microservices, HTML5, Django ORM, MySQL, and HTML.
Lead Back-end Developer
Sketch App Solutions
- Took responsibility for the complete product lifecycle.
- Built high-quality documented projects with scalability in mind.
- Developed a Python application to trade on the Binance network following a scalp trading approach.
- Used the following technologies: machine learning, Celery, NGINX, Linux, Python 3, Python API, Flask, Django, Redis, RabbitMQ, SQLAlchemy, Solidity, and APIs.
- Made use of REST APIs, back end, Python, microservices, pytest, HTML5, Django ORM, JavaScript, jQuery, PostgreSQL, MySQL, and HTML.
Experience
Pwave Chat
The back end is powered by Django, PostgreSQL, Redis, Celery, and Celery Beat, while the front end is written in Vue 3.
SynGPT
Devron
Bot-builder Platform
https://www.gnani.ai/products/assist365-bot-builder/• Restructured the database and application architecture of the bot-builder platform to scale efficiently.
• Developed Python modules to be used by the team for building APIs.
• Optimized the Redis cache layer for memory-efficient storage.
• Reduced the response time with write-through cache with Redis, Celery, and MongoDB.
formMaster
https://form-master-alpha.vercel.app/SMFactory | Job Manager
Social eCommerce Application
https://play.google.com/store/apps/details?id=com.mesky.customer• Connected various third-party APIs for payment, delivery, accounting, mail service, and more.
• Have integrated with Instagram API connection, helping brands integrate their Instagram promotions and posts into the app.
• Developed full-fledged vendor and customer APIs all from scratch.
• Integrated Elasticsearch for main window search on products, brands, tags, and more.
IoT Greenhouse
Ticketing and Trading Platform Powered on Web 3.0
Real-time Weather Data and Forecast Application
I was the lead back-end developer for the project, and I developed a database with PostgreSQL in the Django framework. I also developed modules for user subscription plans, news, and alerts, and now cast. I integrated a payment gateway and OpenWeatherMap APIs, which improved the user experience and quality of data displayed. I developed a meta-application and integrated Facebook instant articles to increase the revenue and users from Facebook for the platform.
The application has more than 10 thousand downloads with a 4.3 rating on the Google Play Store.
Crypto Scalp Trading Script/Bot
Maracc (Market Accelerator): AI-powered Digital Marketing Manager
Education
Master of Technology in Electrical Engineering
National Institute of Technology Calicut - Calicut, India
Bachelor's Degree in Control Systems Engineering
NSS College of Engineering - Palakkad, India
Skills
Libraries/APIs
REST APIs, React, SQLAlchemy, Django ORM, PyPDF2, jQuery, Rasa NLU, Binance API, X (formerly Twitter) API, Graph API, LinkedIn API, Google Analytics API, Google Ads API, Vue, Pandas, NumPy, Vue 3
Tools
Celery, RabbitMQ, NGINX, Pytest, ChatGPT, Amazon SageMaker
Languages
Python 3, Python, Go, Solidity, HTML, SQL, JavaScript, HTML5
Frameworks
Django, Django REST Framework, Flask, OAuth 2, Bedrock, Quasar
Storage
DB, Databases, Redis, PostgreSQL, MySQL, Elasticsearch, MongoDB, Google Cloud
Paradigms
Microservices, Automation
Platforms
Linux, Docker, Kubernetes, Amazon Web Services (AWS), AWS Lambda, Arduino, Apache Kafka, AWS Elastic Beanstalk, Raspberry Pi, Azure
Other
APIs, Back-end, API Integration, Full-stack Development, Architecture, Machine Learning, Bots, Trading, Trade Finance, Data Science, Trade, FastAPI, PDF Scraping, PDF, Interactive PDFs, Control Systems, Internet of Things (IoT), Third-party Integration, Gunicorn, OpenAI, Data Analysis, Data Analytics, Artificial Intelligence (AI), WebSockets, Software Architecture, OpenAI GPT-4 API, Gemini, LayoutLMv3, Vertex, Federated Learning, Amazon Bedrock
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