GenAI Engineer (Architect) — Production-ready LLMs & Autonomous Systems
Talented professional with 6+ years in Generative AI, intelligent agents, ML, ADAS algorithm design. Proven expertise in translating complex AI concepts into robust, production-ready solutions for enterprise and automotive domains.
Professional Experience
GenAI Engineer — BCTC (Eli Lilly Contract)
May 2025 – Present
- Lead architecture and deployment of enterprise-scale LLM systems and RAG platforms.
- Integrated foundation models (OpenAI, Claude, LLaMA) for domain-specific use.
- Designed intelligent agent workflows using LangChain & LangGraph.
- Built embedding pipelines and vector DB integrations for knowledge management.
- Secure API governance and compliance-ready ML infrastructure on AWS.
Leading Engineer — Samsung Electro-Mechanics
Oct 2024 – May 2025
- Fine-tuned BERT & LLM architectures for NLP tasks; optimized PyTorch/TensorFlow models.
- Developed OCR pipelines and multimodal AI solutions (vision + language).
- Automated AI testing workflows using Python scripting and CI/CD integration.
Technical Specialist — Continental Automotive
Sep 2019 – Oct 2024
- Designed radar & camera-based object detection for ADAS systems.
- Contributed to Honda Level 3 autonomous vehicle initiatives.
- CUDA-accelerated ML training for 100x performance gains on multi-GPU setups.
- Led Gen6 Road Infrastructure (lane matrix, tunnel classification).
- Automated validation using PyTest, Selenium; established DevOps CI/CD pipelines.
Technical Skills & Expertise
🧠 GenAI & LLM
LLM fine-tuning (LLaMA 3, Mistral), RAG architectures, prompt engineering, agent-based reasoning, LangChain, LangGraph, Hugging Face, Transformers.
💻 Programming
Python (expert), C, HTML/CSS. PyTorch, TensorFlow, Keras, Scikit-learn, NumPy, Pandas, Matplotlib.
⚡ High-Performance Computing
CUDA, NVIDIA Multi-GPU, distributed ML training, model parallelization, inference optimization.
🎯 Computer Vision
OpenCV, object detection, image captioning, OCR pipelines, radar/camera sensor fusion for ADAS.
☁️ Cloud & DevOps
AWS (S3, SageMaker), Git/GitHub, CI/CD pipelines, Docker, model monitoring and API governance.
🔧 ML Ops & Testing
PyTest, Selenium, automated ML workflows, model evaluation, A/B testing, compliance automation.
Education & Languages
Bachelor of Technology (B.Tech)
Adhiyamaan College of Engineering, Anna University, Hosur, Tamilnadu
Score: 75%
Higher Secondary (HSC)
Akshaya Academy, Palani, Tamilnadu • Score: 68%
Secondary (SSC)
John Paul, Dindigul, Tamilnadu • Score: 86%
Languages
English (Fluent) • Deutsch (Working)
Contact
Email: sripragathiswar.ssp@gmail.com • Phone: +91‑72003‑48470