Snake Game
Classic Arcade Experience
The classic snake game reinvented with modern UI/UX. Control the snake to eat food and grow longer while avoiding walls and yourself!
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About Me
Seasoned Machine Learning Engineer with robust experience at eProcurement Technologies Ltd, where I orchestrated transformative initiatives with AI search and MLOps practices. Achieved a remarkable 78% enhancement in multi-label classification efficacy and 20% uplift in data quality accuracy.
Spearheaded the development of a sophisticated Gen. AI chatbot solution within just 8 months, boosting customer retention rates and refining our customer service dialogue system to exemplify excellence in service delivery.
AI/ML Expertise
3+ years transforming business with machine learning
NLP Specialist
Advanced techniques in text processing and understanding
MLOps
End-to-end model deployment and monitoring
Personal Info
- Ahmedabad, Gujarat
- +91 6209303738
- imeandrj@gmail.com
- linkedin.com/in/bitsnbucks
- github.com/raaj1v
- hf.co/c0d3r69
Technical Skills
Programming Languages
- Python
- PyTorch
- Scikit-Learn
- Flask/FastAPI
Database Management
- SQL
- ChromaDB/FAISS
- Elasticsearch
- Milvus/Qdrant/Redis
Web Technologies
- HTML/JS/CSS
- React
- Flask/FastAPI
- Docker/Kubernetes
Machine Learning
- TextCNN/Transformers
- OCR/YOLO
- Vector Search
- Transfer Learning
Generative AI
- HuggingFace/LangChain
- LLAMA/Mistral
- RAG/LoRA/QLoRA
- TTS/Data Augmentation
MLOps Tools
- MLflow/DVC
- CI/CD Pipelines
- Model Versioning
- VLLM/TGI/ExLlamaV2
Work Experience
Senior AI Engineer
AGS Health • Ahmedabad, Gujarat, India
- Pretrained BERT from scratch with EHR Dataset and optimized it with ONNX Serving
- Currently working on creating web-agents for RCM businesses
Senior Machine Learning Engineer
e-Procurement Technologies Ltd • Ahmedabad, Gujarat, India
NLP-Enhanced Semantic Search
- Fine-Tuned GLiNER with in-house custom dataset for efficient named entity recognition
- Integrated Embedding based search improving search accuracy by 65%
- Implemented Hybrid ANN search with Elasticsearch and Redis caching
Gen. AI Chatbot
- Leveraged Langchain with Local LLM for advanced RAG based Chatbot
- Implemented VLLM for faster inference, fine-tuned Llama3.1 for precise responses
- Increased customer base by 15% YoY and revenue by 35% YoY
- Led End-to-End UI/UX implementation in React
Multi-Label Text Classification
- Engineered robust text classification model using TextCNN algorithm
- Integrated Unicorn API for seamless model deployment
- Significantly reduced workload for Data Entry and Content teams
Data Specialist
INFIRAISE • Ahmedabad, Gujarat, India
- Implemented advanced data scraping techniques to enhance quality of 1M+ records
- Improved data accuracy by 20% through stringent quality measures
- Reduced errors contributing to better organizational decision-making
Education
Master of Computer Applications
Amity University
11/2022 - 12/2024Specialization in Machine Learning
Bachelor's Degree in Mathematics
Vinoba Bhave University
01/2017 - 12/2020GPA: A
Get In Touch
Contact Information
-
Email
imeandrj@gmail.com -
Phone
+91 6209303738 -
Location
Ahmedabad, Gujarat, India