Sushrutha Bhat
Bangalore
Summary
Dynamic Software Developer with a proven track record at DLT Apps Software Services, enhancing operational efficiency by 50% through innovative machine learning solutions and agile methodologies. Excelled in Python, API integration, and demonstrated strong communication, ensuring successful project deliveries and advanced data engineering achievements.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Software Developer
DLT Apps Software Services
Bangalore
05.2021 - Current
- Created over 30 financial reports using Python, Flask, XlsxWriter, and Postgresql.
- Designed robust unit testing protocols for code and APIs and actively met release deadlines for successful product launch.
- Developed a Proof of Concept for OCR on UK Drivers Licenses utilizing Python, EasyOCR, and Flask.
- Developed Facial Recognition system to enhance login processes using Python, Flask, Deepface, and InsightFace.
- Developed Natural Language to SQL engine via ChatGPT API, optimizing database queries.
- Enhanced ETL migration tool with new features, significantly advancing data extraction and loading procedures.
- Directed the creation of a comprehensive Reconciliation Service for data migration, critically supporting Admiral Money's data integrity framework.
- Utilized LabelImg to annotate over 3,000 images, ensuring high-quality data labeling for machine learning models.
- Developed solution for face, signature, and table detection in ID Cards and documents using YOLOv8, Python, and FASTAPI.
- Differentiated anti-spoof from spoof images through advanced image analysis using YOLOv8, Python, and Flask.
- Engaged in a comparative analysis using Siamese Networks for image similarity, focusing on signature verification and facial authentication, which improved authentication accuracy.
- Successfully delivered an end-to-end solution involving multi-task instruction datasets, specifically designed to fine-tune large language models such as Mistral and LLAMA2, enhancing their performance and capabilities.
- Developed, implemented, and optimized RAG pipelines, leveraging large language models (LLMs) like Mistral and LLAMA2 to enhance the quality and relevance of generated content.
- Scraped financial data from Hargreaves Lansdown using Beautiful Soup to ensure accurate and current datasets, stored raw data in Amazon S3 for secure and scalable storage, cleaned, and enforced schema to maintain data quality, and implemented Delta Lake bronze layer on S3 with Delta Tables for efficient querying and reliable data versioning as part of the Medallion architecture.
- Improved efficiency of chat bot by 50 percent by using chunking mechanisms in RAG using Ray serve for higher throughput and efficient GPU management.
- Developed a face detection application for automating KYC processing using FastAPI and asynchronous programming, which included recitation verification by transcribing spoken numbers from user-uploaded videos with OpenAI Whisper, and calculating similarity scores using fuzzy matching.
- Utilized AWS Rekognition for comparing facial features to improve verification accuracy.
- Successfully orchestrated the deployment of a cross-functional application utilizing Jenkins and Spinnaker, streamlining continuous integration and delivery processes across multiple teams to enhance operational efficiency and collaboration.
- Developed and deployed a transcription service using Python, FastAPI, AWS Transcribe, and OpenAI Whisper, improving accuracy and processing time for video file transcriptions.
- Proficient in Agile and Scrum methodologies
- Experienced in utilizing Jira for project management
Education
Post Graduate Diploma - Data Science
Manipal Academy of Higher Education
04.2021
B.Tech - Civil Engineering
Reva University
06.2019
Skills
- Machine Learning
- API integration
- RESTful services
- Software development
- Data Engineering
- Python
- Exploratory Data Analysis
- Data Visualization
- ETL Process
- PyTorch
- PostgreSQL Database Management
- Natural Language Processing
- Web Scraping
- Artificial Intelligence
- LLM
- Prompt Engineering
- MLFlow
- RAG
- Ray Serve
- Vector Database
- Strong Communication Skills
- Agile development methodologies
Certification
- Python Programming for Data Science, NIIT, 04/01/19 - 05/31/19, A-, Web Scraping using Beautiful Soup
- Computer Vision and GANs Workshop, Completed a 10-hour workshop on Image Processing, Deep Learning, Object Detection, Image Segmentation, and GANs.
Hobbies and Interests
- Online Gaming
- Football
- Business
- Photography
- Economics
- History
- Social Media
- Music
Timeline
Software Developer
DLT Apps Software Services
05.2021 - Current
Post Graduate Diploma - Data Science
Manipal Academy of Higher Education
B.Tech - Civil Engineering
Reva University
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