Portrait of Abjasree, a Data Scientist
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Hi, I'm Abjasree

A Data Scientist transforming scattered data into structured intelligence—building AI that sees, understands, and organizes.

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About Me

I’m a Data Scientist with 3+ years of experience transforming unstructured data into structured intelligence. Specializing in NLP, Computer Vision, and Generative AI, I build AI models that see, understand, and organize information, enabling automation and data-driven decision-making.
With a strong foundation in machine learning, computer vision, and NLP, I have developed and deployed end-to-end AI solutions across healthcare, document analysis, and unstructured data processing. My research contributions include published papers in Computer Vision for healthcare, where I have worked on automated detection and classification of pulmonary nodules from CT scans, improving diagnostic accuracy and clinical decision-making. Additionally, my work on zero-shot image registration introduced a novel deep learning approach, outperforming traditional methods in medical image alignment.
Driven by a passion for solving complex problems, I thrive on developing intelligent systems, optimizing workflows, and pushing the boundaries of AI innovation to deliver real-world impact.

Skills

Technologies and tools I frequently use.

Programming Languages

Python C++ R Matlab SQL

AI Frameworks & Model Development

TensorFlow PyTorch JAX Scikit-Learn OpenCV Hugging Face LangChain LlamaIndex

AI Deployment & Optimization

FastAPI Triton HayStack DeepSpeed ONNX Gradio Streamlit vLLM OpenAI API

Cloud, Infrastructure & Databases

AWS Azure Docker Linux MySQL PostgreSQL

Experience

SDE II · Oct 2022 – Present · Hybrid
  • Built a QR code-based SKU tracking system, reducing order turnaround time by 1.3 hours and cutting QC manpower by 53%, saving Rs. 5 lakhs/month.
  • Developed real-time backend validation for QR codes, reducing errors by 25% and eliminating manual interventions.
  • Automated order assignments using Server-Sent Events (SSE), reducing picker idle time by 40%.
  • Engineered scalable REST APIs with Ruby on Rails and Python (Sanic), optimizing database performance.
Software Engineer · Dec 2021 – Sep 2022 · Remote
  • Created an idempotent database migration tool, reducing DevOps tickets by 70%.
  • Automated author tracking using Git commits, improving deployment reliability.
  • Developed a mental health module with rule-based flows, increasing user visits by 10%.
  • Optimized microservices and API performance for consumer and provider platforms.
Software Engineer · Jun 2019 – Nov 2021 · On-site
  • Built an internal profile configuration tool, reducing manual setup time by 80%.
  • Designed REST APIs with TDD, improving code reliability and workflow efficiency.
  • Developed a configuration-driven ETL tool, cutting development time by 60%.
  • Integrated Apache Kafka for real-time data processing, enhancing system scalability.

Certifications

AWS Certified Solutions Architect – Associate

Nov 2024 – Nov 2027 | Amazon Web Services

Software Engineer

Jan 2025 | HackerRank

Problem Solving (Intermediate)

Jan 2025 | HackerRank

Algorithmic Toolbox

Feb 2025 | Coursera

Education

NSS College of Engineering, Palakkad

BTech, Computer Science
Aug 2015 – Mar 2019

Jawahar Navodaya Vidyalaya (JNV)

High School
2008 – 2015

Bethany St.John's EHSS

Primary School
2003 – 2008

Contact Me

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