Debmalya Snayal

Debmalya Snayal

Generative AI & Machine Learning Engineer
India
English, Hindi, Bengali
Full-time Hybrid

نبذة عني

Generative AI & Machine Learning Engineer with experience architecting, fine-tuning, and evaluating production LLM systems, Agentic RAG pipelines, and high-throughput Computer Vision models. Proven track record in SFT/RL…

الخبرة

Generative AI Analyst / Engineer

iMerit Technology · Kolkata, India
Dec 2025 - حتى الآن · 10 أشهر

<p>Optimized production LLM evaluation and RLHF/SFT data pipelines across 50K+ golden dataset prompts, boosting model safety and factual alignment by 28%.</p><p> Designed structured prompt engineering strategies and multi-turn agentic benchmarks, increasing JSON output compliance from 74% to 98%.</p><p> Executed systematic red-teaming and quality auditing across multi-modal LLMs, mitigating hallucination rates by 32% across production enterprise models.</p>

AI Research & Engineering Intern (Springboard 6.0)

Infosys · Remote, India
Dec 2025 - Apr 2026 · 4 أشهر

<p>Engineered a multi-model AI agent system for diagnostic triage, processing 100K+ unstructured medical records with 91.5% accuracy.</p><p> Mechanized LLM benchmark suites in PyTorch to systematically evaluate multi-turn inference speed, scaling throughput to 450 requests/sec.</p><p> Containerized RESTful FastAPI microservices in Docker, cutting real-time inference latency by 40% across internal deployment pipelines.</p>

AI Software Developer Intern

Coding Jr · Kolkata, India
May 2024 - Aug 2024 · 3 أشهر

<p>Built high-throughput OCR feature extraction microservices with Python, Tesseract, and OpenCV, accelerating document ingestion by 35%.</p><p> Architected end-to-end Flask REST microservices with MySQL connection pooling, sustaining sub-200ms API response latency under concurrent traffic.</p>

المهارات

Python Java SQL JavaScript Bash Retrieval-Augmented Generation (RAG) Fine-Tuning (SFT/LoRA) Prompt Engineering Function Calling Tool Calling Agentic Workflows Model Context Protocol (MCP) PyTorch TensorFlow Hugging Face Transformers LangChain LangGraph LlamaIndex OpenCV Pandas NumPy FAISS Qdrant Pinecone PostgreSQL MySQL SQLite Firebase Amazon Aurora FastAPI Flask REST APIs Microservices Docker Linux GitHub Actions AWS OCI OpenTelemetry PromQL Tesseract PaddleOCR Gemini API MTCNN FaceNet Qwen-2.5 BGE Embeddings React
الإبلاغ عن هذا الملف الشخصي؟