Sairam Royal
About Me
AI/ML Engineer and Researcher with 1+ year of hands-on experience in deep learning, computer vision, NLP, and generative AI. Published researcher with an accepted paper at WACV 2026 Workshops and a submission to IEEE FG 2026.
Proven expertise in PyTorch, TensorFlow, Hugging Face Transformers, and CARLA Simulator for autonomous driving research at IIIT Hyderabad (IHub-Data). Experienced in end-to-end ML pipeline development, MLOps practices, and Agile/Scrum project management.
IBM AI Developer and Google Project Management certified. Passionate about advancing AI technologies through rigorous research, quantitative analysis, and collaborative innovation.
Name: Sairam Chennaka
Age: 24
Location: Kadiri, Andhra Pradesh, India
Degree: B.Tech in Computer Science
Skills
Programming Languages
Python
Julia
SQL
HTML
CSS
JavaScript
AI & Machine Learning
Machine Learning
Deep Learning
Generative AI
NLP
Computer Vision
PyTorch
CUDA
Reinforcement Learning
Data Science & Analytics
Data Science
Data Visualization
Data Engineering
Data Mining
AI Research
MLOps
Development & Tools
Git & GitHub
Cloud Computing
Web Development
DBMS
Agile Methodologies
Software Testing
Projects
Fine-tuning Gemma-2B for Quote Generation
Fine-tuned Google Gemma-2B language model on an English quotes dataset using Low-Rank Adaptation (LoRA) and Hugging Face SFTTrainer with 4-bit NF4 quantization for memory efficiency. Demonstrated end-to-end LLM customization for task-specific generation.
View Project
Sentiment Analysis of Amazon Product Reviews
Built a production-ready NLP sentiment classifier achieving 85% accuracy. Systematically benchmarked Naive Bayes, Logistic Regression, SVM, and Random Forest models with hyperparameter tuning. Derived actionable business insights from classification outputs.
View Project
TabMaster – Python Browser Automation Tool
Built an open-source browser automation tool using Selenium and BeautifulSoup for intelligent tab management, automated scrolling, and DevTools log extraction. Maintained with comprehensive documentation on GitHub.
View Project
Intelligent Chatbot using Neural Networks
Developed an NLP-based chatbot capable of sequence-to-sequence responses using neural networks, processing user inputs for improved interaction and accuracy. Refined models to enhance response quality, trained on extensive datasets.
View Project
Personal Portfolio Website
Designed and developed a responsive portfolio website using HTML, CSS, and JavaScript to showcase personal projects and technical expertise. Integrated interactive features, enhancing user engagement.
View ProjectWork Experience
Junior Research Fellow – AI/ML Researcher
MNR University × IHub-Data, IIIT Hyderabad
March 2025 – Present
- Lead applied research on simulation-driven multimodal scenario generation for autonomous driving using LLMs, Reinforcement Learning, and CARLA Simulator
- Build and optimize frame-level and sensor-aware analytics pipelines that process large-scale CARLA simulation data for traffic flow analysis and AV decision-making evaluation
- Construct and maintain large-scale multimodal datasets covering preprocessing, alignment, validation, and quality assurance workflows for simulation-based model training
- Authored accepted WACV 2026 paper and submitted IEEE FG 2026 paper on multimodal AI and responsible autonomous systems
Quality Analyst – Project Management Team
Bizdesire
June 2024 – February 2025
- Streamlined test execution and QA reporting workflows across cross-functional teams, improving quality metric visibility and reducing defect leakage across sprints
- Collaborated with Agile development teams using JIRA for sprint planning, backlog refinement, and SDLC-aligned delivery
- Developed and maintained web-based deliverables using HTML, CSS, JavaScript, and WordPress; applied automated testing frameworks to validate product quality
Research Intern – Machine Learning
Indian Institute of Technology (IIT) Mandi – IKSHMA Centre
October 2023 – March 2024
- Designed and implemented a non-invasive glucometer for diabetes detection via breath analysis, achieving 25% improvement in early detection accuracy using ML models
- Conducted rigorous experimental evaluation, statistical analysis, and model validation in collaboration with IIT Mandi researchers
- Contributed to research publication preparation and version control using Python, Scikit-learn, Pandas, and Matplotlib
Education
Bachelor of Technology, Computer Science and Engineering
Shoolini University
2020 - 2024
Location: Solan, Himachal Pradesh, India
OGPA: 8.42/10
Specialization: Artificial Intelligence & Machine Learning
Coursework: Deep Learning, NLP, Reinforcement Learning, Data Structures & Algorithms
Intermediate (10+2)
Sri Siddartha Junior College
2017 - 2019
Location: Madanapalle, Andhra Pradesh, India
CGPA: 9.32
Coursework: Physics, Chemistry, Mathematics, Programming (PCMP)
Certifications
IBM AI Developer: Professional Certificate
IBM
2024
IBM Generative AI for Data Scientists: Specialization
IBM
2024
Google Project Management: Professional Certificate
2024
Creative Problem Solving
University of Minnesota
2024
Julia Scientific Programming
University of Toronto
2023
Interests
AI/ML Research
Exploring the future of Artificial Intelligence and human-robot interaction, evolution of new era.
Science Fiction
Imagining future technologies and their impact on society through literature.
Hiking
Exploring nature and challenging myself with new trails and landscapes.
Chess
Sharpening strategic thinking and problem-solving skills through the game of kings.
my Gallery
Media Appearances
Tech Talk Show
Discussed the future of AI in healthcare
AI Conference 2023
Keynote speaker on Machine Learning advancements
Blog Posts
Social Media & Promotions
Contact Me
Get in Touch
1-90, Kurumamidi, Gandlapenta, Sri Sathya Sai, Andhra Pradesh, India, PIN:515521.
+91 9381121028
sachi777@outlook.in
