S Sivani
AI Specialist
Thiruvananthapuram
Summary
Innovative AI Engineer with a background in Computer Science and Engineering. Designed and implemented complex AI systems utilizing NLP and RAG. Expertise in machine learning and deep learning enhances project contributions. Strong communication and collaborative skills support effective teamwork.
Overview
4
4
Languages
5
5
Certifications
2
2
years of professional experience
Work History
AI Specialist
Crowe
10.2025 - Current
- Self-motivated, with a strong sense of personal responsibility.
- Skilled at working independently and collaboratively in a team environment.
- Reduced false positives in name matching for sanction screening
- Developed document reading pipeline using OCR, YOLO v11, and passporteye
- Skills: Scikit-learn, tensorflow, Lightgbm, data annotation, fastapi
Software Engineer Intern
NeST Digital PVT. LTD
03.2025 - 09.2025
- Developed AI-focused software solutions for proof of concept (PoC) and real-world deployments, enhancing project viability.
- Implemented modules for computer vision tasks, including barcode detection, object recognition (YOLO), and text extraction from images, improving accuracy and efficiency.
- Built and deployed scalable APIs using FastAPI and containerized application with Docker.
- Utilized React.js for frontend interfaces and integrated AI pipelines into production-ready systems.
- Skills: React.js, FastAPI, Docker, Computer Vision, Digital image processing, YOLO, Barcode Recognition, OCR (Text Detection and Recognition).
Artificial Intelligence Intern
Indian Institute of Technology Hyderabad
08.2024 - 03.2025
- Developed AI-based acoustic event detection system to assist in identifying developmental delays in infants as part of MTech research project.
- Engineered data augmentation pipelines and balanced imbalanced infant audio datasets, enabling enhanced accuracy in downstream acoustic event classification tasks.
- Applied deep learning models such as fusion of 1D CNN and BiLSTM to obtain an accuracy of 91% to classify acoustic events and segment developmental response from long audio sequences.
- Skills: Acoustic Processing, Python, Librosa, Audacity, Deep Learning, Sound Event Localization, Dataset Creation.
Artificial Intelligence Intern
Information and Communication Technology Academy of Kerala
06.2024 - 08.2024
- Leveraged Retrieval-Augmented Generation (RAG) to build an interactive chatbot, enhancing user engagement.
- Developed knowledge base from multiple unstructured PDF documents and indexed with FAISS vector store, streamlining information retrieval.
- Utilized fine-tuned GPT-2 model as generative component for answering user queries, improving response accuracy based on retrieved context.
- Utilized RAG, Langchain, LLM, FAISS vector store, and Gradio for enhancing chatbot functionality.
Education
Master of Technology - Artificial Intelligence
T K M College of Engineering
Kollam, Kerala06-2025
Bachelor of Technology - Computer Science and Engineering
Government Engineering College Idukki
Idukki, Kerala06-2023
Skills
Machine Learning
Deep Learning
Python for Machine Learning
MySQL
C programming
INVOLVEMENT
Keynote Speaker
- AL Shifa International Student Conference
- Presented insights on advancements in large language models (LLMs) and their implications for human-machine communication at industry events.
- Implication of effective public speaking and technical storytelling techniques.
- Shared demonstrations and practical examples of AI applications, including natural language processing and deep learning techniques.
Placement Cell Representative
- TKM College of Engineering
- Coordinated placement activities for Center fo AI
ChairPerson Government Engineering College Idukki
- Technoship Cell
- December 2022 - June 2025
- Facilitated collaboration among technology enthusiasts and resource persons to organize successful knowledge-sharing sessions.
- Directed a committee of technology-focused students using collaboration tools and project management methods to establish a tech-centric campus culture.
Certification
- Python for Nonprogrammers LinkedIn Learning
Timeline
AI Specialist
Crowe
10.2025 - Current
Software Engineer Intern
NeST Digital PVT. LTD
03.2025 - 09.2025
Artificial Intelligence Intern
Indian Institute of Technology Hyderabad
08.2024 - 03.2025
Artificial Intelligence Intern
Information and Communication Technology Academy of Kerala
06.2024 - 08.2024
Master of Technology - Artificial Intelligence
T K M College of Engineering
Bachelor of Technology - Computer Science and Engineering
Government Engineering College Idukki