Pratik Bhor
Backend Engineer & Software Developer
About Me
Hello! I’m Pratik Bhor. I am a Backend Engineer and passionate problem-solver with over 3 years of experience architecting scalable REST APIs and optimizing high-volume data systems. Proficient in Python (FastAPI, Django), AWS, and Docker, I have a proven track record of resolving complex backend bottlenecks—including engineering a 10x improvement in video ingestion speeds through multi-threading and I/O optimization. Driven by a keen interest in AI and Data Engineering, I am an effective communicator seeking a role where I can build sustainable applications and make a meaningful impact in digitizing large international businesses.
Bio
Professional Skills
Work Experience
Deployed custom LLM agents (Ollama) and automated workflows (N8n) for business clients, reducing manual process time by 40%.
Built and deployed scalable REST APIs using FastAPI and Docker on AWS EC2 to serve AI-generated content.
Created a lightweight chat interface integrating open-source LLMs (Ollama) via REST APIs.
Collaborated with the client to understand project requirements and actively contributed to the initial project architecture design, supporting, developing, and improving technology solutions.
Engineered a product scheme management web app with Python/Django, Ajax, and MySQL, handling data validation and scheme logic.
Addressed Python's threading limitations (GIL) by implementing multi-threading for I/O-bound tasks (uploading to S3), which improved processing speed by 10x.
Contributed to CCTV monitoring app development, integrating CCTV footage with Python/Django, AWS, S3, MySQL, and AWS Media Services using Boto3.
Automated analysis of MSCONS/UDP meter data files using Python and pywin32, reducing manual processing time by 90%.
Developed a data manipulation tool with Python, SQL, Pandas, and Matplotlib for insightful visualization of energy usage and anomalies in the German energy market.
Managed SQL Server databases to support high-volume energy consumption data and developed Power BI dashboards to visualize predictive analysis for key stakeholders.
Responsibilities include counselling the students in the high schools with physical interviews on the locations.
Helping them with their career paths.
Performed exploratory data analysis involving data from over 1 million students in Maharashtra state. This helped in finding the needful candidates to get the scholarshipfrom the company’s CSRscheme.
Education
Projects
Python / Gemini 2.0 / PostgreSQL / FFmpeg / AWS
Autonomous AI Multimedia Pipeline
Engineered a fully autonomous Python pipeline that converts real-time news into cinematic 4K vertical videos, utilizing Gemini 2.5 Flash for script synthesis and JSON-schema grounding.
Architected a Stateful Orchestration Engine using PostgreSQL to manage job lifecycles, enabling idempotent execution and automatic recovery from API failures.
Developed a Semantic Deduplication Layer using Fuzzy Matching to filter redundant news entries with >90% accuracy before database ingestion.
Desktop Software / Java / JavaFx / Docker
File Management Software
This is a software which has user management and lets the user to manage the files.
Various operations carried on the files.
Got to learn technologies like docker to store the data in distributed architecture to promise the data availability and the data security by encryption.
Django / REST API / JWT
Social Media Backend API
Built a backend for a social platform featuring User Profiles, Posts, and Follow/Unfollow mechanisms.
Implemented JWT Authentication to secure user sessions and manage permissions.
Optimized database queries using Django ORM to efficiently fetch related data (e.g., retrieving a user's feed with comments).
Android Application / Android Studio / Firebase / Firestore
e-commerce for customized T-shirts
This app lets you place an order through the android app.
The user can upload his custom design in image format which is to be printed on the t-shirt.
Firebase and Firestore is used to store the data at the backend and Android studio as IDE.
REST API / MySql / AWS / DOCKER / PYTHON / DJANGO / GITHUB PAGES
Stocks Application to Demonstrate REST API
Application allows user to buy and sell the shares. Also include user management for the better track of the shares record.
This project uses MySQL at the backend and Django rest framework for the REST API.
Docker for containerization and AWS to deploy containers images pushed on the DockerHub.
The frontend of the project is hosted on Github pages which uses AJAX call to access the REST API.
raspberry pi / python / utrasonic HC- SR04
AUTONOUMOUS VEHICLE USING OBJECT DETECTION
An autonomous car that incorporate an ultrasonic sensor to detect the distance between the vehicle and other objects in its path.
This sensor allows detection and avoidance of obstacles. Python is used for writing the algorithm that manages the behavior of the autonomous car.
The car's behavior is being programmed to respond to different scenarios, such as adjusting speed, changing direction, or stopping altogether. The model developed in the project in consideration as a goods carrier in the assembly line for the factories with the ideal paths designed for the vehicle.
