Gnaneswar Reddy
@gnaneswarreddy
AI/ML Engineer Intern at Danfoss building offline RAG systems for secure enterprise knowledge retrieval.
IndiaWhat I'm looking for
At Danfoss, I built an offline RAG-based AI system for secure, internet-independent enterprise knowledge retrieval. I developed document-ingestion and embedding pipelines and optimized retrieval for transformer-based question answering.
I also built a real-time vehicle detection and tracking pipeline using YOLOv10 and DeepSORT, with congestion metrics displayed in a Power BI dashboard. For EV energy forecasting, I trained a Random Forest model and deployed it for inference using Flask and Docker.
My projects also include a MongoDB-based drug retrieval system, where query optimization reduced search latency by 60%, and an IoT health-monitoring system that processed biometric sensor data and triggered automated alerts. I’m looking to grow as an AI/ML Engineer in a research-driven team.
Experience
Work history, roles, and key accomplishments
Built an offline RAG-based AI system for secure enterprise knowledge retrieval, developing document-ingestion and embedding pipelines. Optimized retrieval workflow and tuned pipeline performance for efficient inference.
Education
Degrees, certifications, and relevant coursework
VIT Chennai
M.Tech Integrated, Computer Science (Business Analytics)
2021 -
Grade: 8.06 CGPA
Activities and societies: Student Coordinator at Career Development Centre; Poster Designer at SCOPE School; Marketing Associate at FYI Community.
Pursuing an integrated M.Tech in Computer Science with a specialization in Business Analytics, maintaining a CGPA of 8.06.
Microsoft & LinkedIn
Career Essentials in Data Analysis, Data Analysis
2025 - 2025
Earned the Career Essentials in Data Analysis certification from Microsoft and LinkedIn in February 2025.
Google Analytics, Analytics
2023 - 2023
Earned the Google Analytics certification from Google in November 2023.
Microsoft
Career Essentials in Generative AI, Generative AI
2023 - 2023
Earned the Career Essentials in Generative AI certification from Microsoft in December 2023.
Narayana IAS Academy
Higher Secondary, General
2019 - 2021
Grade: 93.8%
Completed higher secondary education with a percentage of 93.8%.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
Job categories
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