Aditya Ramesh Ganti
Hyderabad,TG
Summary
Sophisticated Machine Learning Engineer with background in independent research using intuitive, web-based architecture. Skilled in Applied Machine Learning with documented history of discovering methods to intelligently use data to enhance user experience. Effectively researches techniques for novel approaches to problems, develops prototypes to assess viability of approach and deploys application into production yielding insights to expand customer-consciousness.
Overview
1
1
year of professional experience
2
2
Certificates of recognition from reputed institutions/org
4
4
years of post-secondary education
18
18
Diverse set of skills in Applied Soft and Hardware engineering
Work History
Junior Data Scientist
Gyan Data Private Limited
10.2024 - Current
- Company Overview: Gyan Data is a specialized Data Science Company that delivers customized and niche solutions to meet client needs. Highly skilled analysts and domain experts drawn from industry and academia help to deliver differential solutions and build competitive edge in client businesses. Website: https://www.gyandata.com/
- Presented findings in clear, concise reports for both technical and non-technical audiences, facilitating informed decision-making to clients.
- Utilized version control systems like Git for efficient collaboration among team members on complex projects involving multiple contributors.
- Enhanced data accuracy by cleaning and preprocessing datasets for analysis.
- Kept up-to-date with latest industry trends and advancements in data science, regularly attending conferences or workshops for professional development.
- Conducted statistical analyses to identify trends, relationships, and anomalies in large datasets.
- Optimized machine learning models by tuning hyperparameters and selecting appropriate algorithms.
- Collaborated with cross-functional teams to integrate data science solutions into existing systems and processes.
- Set up SQL database on cloud servers to store client data for query analysis.
- Used Big Data software like Apache Spark, orchestration and workflow automation and monitoring software like Apache Airflow, and Big Data System Design principles and data formats for handling large datasets from clients.
- Identified, measured and recommended improvement strategies for KPIs across various manufacturing industry fields like condition monitoring, robotics, etc.
Machine Learning Engineer Intern - LLM Applications
minto.ai
12.2023 - 05.2024
Project Leadership :
- Developed the architecture and backend orchestration of an Assistive Co-pilot for on-site managers and analysts in manufacturing industries, ensuring seamless component integration.
- Managed timelines effectively, delivering multiple concurrent projects on schedule while maintaining quality standards.
Technical Contributions :
- Prototyped machine learning applications to assess viability and transitioned models into production-grade services and pipelines for web-scale consumption.
- Designed customized applications for critical predictions, automated reasoning, and patented optimization algorithms.
- Explored and implemented new technologies to enhance machine learning applications.
Collaboration and Knowledge Sharing :
- Worked closely with multi-disciplinary product development teams to identify performance improvement opportunities and integrate trained models effectively.
- Led knowledge transfer sessions on deep learning architectures and natural language processing techniques, fostering a collaborative and learning-oriented environment.
Education
B. Tech - Smart Manufacturing
Indian Insitute of Information Technology, DM
Jabalpur, India 10.2020 - 10.2024
Certification
- TensorFlow Developer Certificate TensorFlow, Google
- Python Core and Advanced Courses, Sololearn
- Mathematical Foundations of Machine Learning Udemy
- Python for Computer Vision with OpenCV and Deep Learning Udemy
- Industrial Automation Masters Diploma National Small Industries Corporation, Govt. of India
Skills
- TensorFlow
- Python
- Deep Learning
- Computer Vision
- LangChain/Applied LLM Engineering
- Version Control (Git)
- CI/CD Pipelines
- Google Cloud Platform (GCP)
- PyTorch
- Linux
- SQL databases
- Big data processing
- Apache Spark
- MLOps
- Robotics
- Solidworks
- Embedded Programming
Languages
English - Expert
Upper intermediate (B2)
Japanese - N4 JLPT
Intermediate (B1)
Hindi - Intermediate
Upper intermediate (B2)
Awards
2022-09-17
Solve for Tomorrow Top 50 winner:
https://www.samsung.com/in/solvefortomorrow/
We were selected among the top 50 out of a pool of over18,000 registrations that Samsung India had received from all parts of the country.
2022-11-29
Tech. Future Hackathon Top 12 winner:
FITT-IITD
https://www.fitt-iitd.in/TechFutureHackathon/
Me and my teammates have won the top 12 position among100+ teams that have applied for the hackathon.
Interests
- Research and Development, Industry 4.0, Quantum Computing
- Reading books and blog posts about Technology, Science Fiction, and Self-help
- Open Source Programming, GitHub
- Latest and Greatest Computing Technology, NVIDIA, Google
- Football, Manchester City Fan
- Playing Video Games
- Brewing Coffee
Profiles
- LinkedIn: https://www.linkedin.com/in/aditya-ramesh-ganti/
- GitHub: https://github.com/ARGF0RCE
Projects
Lathe Machine SPC Tool Force Visualization Smart Dashboard
Description: Developed a smart dashboard to visualize real-time results from a dynamometer integrated with a lathe machine.
Technologies: Cyber-Physical Systems, Industrial Internet of Things (IIoT), Data Visualization
Year: 2022
Swarm of Mobile Robots
Description: Designed and implemented swarm algorithms enabling automatic communication and coordination between mobile robots for collaborative tasks.
Technologies: Robotics, Path Planning, Swarm Algorithms
Year: 2022
Food Vision Big
Description: Built a mobile app to classify food items using the public Food101 dataset, leveraging deep learning techniques for accurate predictions.
Technologies: TensorFlow, Deep Learning
Year: 2022
Smart Ecosystem for Disaster Management Using Drones and Digital Twin
Description: Created a system using digital twin technology and drones to collect and analyze aerial image data for disaster management insights.
Technologies: Digital Twin, Smart Dashboard, Internet of Things (IoT), Cloud Computing
Duration: 2023
Breast Cancer Detection Model with end-to-end MLOps Workflow
Description: Implemented a comprehensive MLOps pipeline for an image-processing-based breast cancer detection model.
Technologies: Deep Learning, TensorFlow, Machine Learning Operations (MLOps), Systems Design
Duration: April 2023 – October 2023
Multi-Modal Emotion Recognition from Speech and Video
Description: Developed a web application capable of recognizing emotions based on facial expressions and speech analysis.
Technologies: Deep Learning, Emotion Recognition, Multi-Modal Processing
Year: 2023
MahaAI: LLM Chat-bot for Indian Mythology
Description: Built an LLM-powered chatbot to answer queries related to the Indian epic Mahabharata, providing accurate and context-aware responses.
Technologies: Natural Language Processing (NLP), Large Language Models (LLMs)
Duration: September 2023 – November 2023
Work Preference
Work Type
Full TimeContract WorkWork Location
On-SiteRemoteHybridImportant To Me
Work-life balanceFlexible work hoursPaid time offWork from home optionSimilar Profiles
SUBHASIS DASHSUBHASIS DASH
Data Analyst Intern at Data GyanData Analyst Intern at Data Gyan
Ramya T.VRamya T.V
Renewal Operations Analyst at Rubrik India Private Limited (Cloud Data Management – Data & Cyber Security)Renewal Operations Analyst at Rubrik India Private Limited (Cloud Data Management – Data & Cyber Security)
Saranraj kSaranraj k
Research Analyst at Exchange Data International Private LimitedResearch Analyst at Exchange Data International Private Limited
Pavan Kalyan KandikondaPavan Kalyan Kandikonda
DV360 Support Specialist at Cognizant Technology SolutionsDV360 Support Specialist at Cognizant Technology Solutions
Sampat Kumar AsealuSampat Kumar Asealu
Senior Engineering Manager at Caps Talent TechnologiesSenior Engineering Manager at Caps Talent Technologies