Developing end-to-end AI applications that solve real-world problems through data-driven insights and automation
AI/ML Engineer passionate about building intelligent systems that transform data into actionable insights
🎓 Computer Science with AI @ Rishihood University x Newton School of Technology
💼 Data Scientist Trainee @ BigCash (WitZeal Technologies)
📍 Based in Delhi, India
🌟 Specialized in Deep Learning, Generative AI, LLMs & RAG Pipelines
🔭 Currently Working On:
- 🤖 Developing RAG-based intelligent applications
- 🧠 Fine-tuning LLMs for domain-specific tasks
- 📊 Building end-to-end ML pipelines
- ☁️ Deploying AI models at scale
💡 Core Expertise:
- AI/ML: Deep Learning, Generative AI, LLMs, RAG, Computer Vision, NLP
- Frameworks: PyTorch, TensorFlow, Keras, Hugging Face Transformers
- Cloud & MLOps: AWS, GCP, Docker, Kubernetes, CI/CD
- Languages: Python, SQL, JavaScript, Java
BigCash (WitZeal Technologies) | Jan 2025 - July 2025 | Gurgaon, Haryana
🎯 Impact-Driven Analytics & Automation
- 📊 User Behavior Analysis: Conducted large-scale analysis of promotional offers and gaming behavior across multiple platforms (Poker, Rummy, Ludo), uncovering key retention and churn patterns
- 🤖 ML Automation Pipelines: Developed Python pipelines for automated CRM chat summarization and payment violation detection, significantly reducing manual processing time
- 📈 Business Intelligence: Designed SQL/Snowflake queries and Power BI dashboards to monitor user engagement, payment success rates, and retention cohorts
- 💡 Data-Driven Optimization: Enabled marketing and product teams to make informed decisions through actionable insights, boosting user engagement and fraud prevention
High-Precision Computer Vision System for Infrastructure Monitoring
🔍 Key Achievements:
- ✅ Engineered a YOLOv8-based model for real-time detection of road surface damage (potholes, cracks)
- ⚡ Optimized GPU inference to achieve sub-second latency, reducing manual inspection by 70%
- 🎯 Built automated damage localization, severity scoring, and reporting pipeline
- 🏗️ Enabled predictive maintenance for urban planning authorities
Tech Stack: YOLOv8 PyTorch CUDA OpenCV Deep Learning Computer Vision
AI-Powered Meeting Intelligence & Action Item Extraction
🔍 Key Achievements:
- 🎯 Developed multi-speaker transcription system with structured insight generation
- 💬 Implemented sentiment analysis to measure engagement and communication effectiveness
- ✅ Automated task extraction with seamless productivity tool integration
- 📊 Generated key decisions, action items, and follow-ups automatically
Tech Stack: Whisper LLMs OpenAI API NLP Sentiment Analysis Python
mindmap
root((Samyak Mittal))
AI & Machine Learning
Deep Learning
Generative AI
LLMs & RAG
Computer Vision
NLP
Data Science
Feature Engineering
Model Optimization
Data Analysis
Statistical Modeling
MLOps & Deployment
Model Deployment
Docker & K8s
CI/CD Pipelines
Cloud Platforms
Full Stack Development
React & Node.js
REST APIs
Flask & FastAPI
Database Design
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| 🎯 End-to-End Implementation | 💡 Real-World Impact | 🚀 Production-Ready |
|---|---|---|
| From data collection to deployment | Solved actual business problems | Cloud-native, scalable solutions |
| 70% efficiency improvement | Fraud detection & prevention | Sub-second inference latency |
| Full ML lifecycle experience | Data-driven decision making | MLOps best practices |
I'm always excited to discuss AI/ML projects, collaborate on innovative solutions, and share knowledge with the community!
✅ AI/ML Consulting & Collaboration
✅ Open Source Contributions
✅ Technical Discussions on LLMs, RAG, Computer Vision
✅ Mentorship & Knowledge Sharing
📧 Email: samyakmittal23@gmail.com
🔗 LinkedIn: linkedin.com/in/samyak-mittal-46723129a
📱 Phone: +91 9310817006
If my projects have helped you, consider supporting!
- 🏗️ Advanced RAG Architectures
- 🔧 LLM Fine-tuning Techniques
- 🎨 Multimodal AI Systems
- 🚀 Production ML Systems Design
- ☁️ AWS Certified Machine Learning - Specialty
- 🌐 Google Cloud Professional ML Engineer
- 📚 Designing Data-Intensive Applications
- 🤖 Building LLM Applications for Production
🎓 Bachelor of Technology in Computer Science with AI
Rishihood University x Newton School of Technology
📅 August 2023 - May 2027 | 📍 Delhi, India
💼 Professional Experience
Data Scientist - Trainee @ BigCash (WitZeal Technologies)
📅 January 2025 - July 2025 | 📍 Gurgaon, Haryana