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AI Research Engineer with 2+ years in NLP, Generative AI & Python.
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Assessing your cultural and operational fit
Machine Learning Engineer with strong Python expertise and hands-on experience in NLP, Generative AI, and large-scale dataset engineering. Skilled in building end-to-end ML and GenAI applications using Python, PyTorch, Scikit-learn, Hugging Face Transformers, and LangChain. Experienced in developing transformer-based NLP solutions, designing high-quality training datasets, performing model evaluation and optimization, and creating production-oriented AI systems. Passionate about applying machine learning and AI to solve real-world business problems.
Integral University, Lucknow
B. Tech (Honors)
August 1, 2018 – June 30, 2022
St. Paul's School, Rampur
XII
June 1, 2018 – May 31, 2018
St. Paul's School, Rampur
X
June 1, 2016 – May 31, 2016
Wardline Technologies
AI/ML Research & Development Engineer
January 1, 2026 – Present
Chennai, Tamil Nadu, India
Straive
Web Research Analyst
January 1, 2024 – February 1, 2025
India
Roquette India Private Limited
Project Engineer
September 1, 2022 – October 1, 2023
Kashipur, Uttarakhand, India
LLM-powered Summarization & Classification
June 1, 2026 – Present
Built a pipeline for document summarization and text classification using Hugging Face LLMs (e.g., FLAN-T5, DistilBERT), integrating prompt engineering for accuracy. Implemented evaluation metrics (ROUGE, F1-score) and deployed an interactive Streamlit app, enabling users to upload multiple documents and get instant structured insights
Job Application AI Agent
June 1, 2026 – Present
Developed an AI-powered assistant that auto-generates cover letters from resumes and job description. Integrated LangChain and deployed via Streamlit, reducing manual application time by 80%.
PDF Chatbot using LLM & FAISS
June 1, 2026 – Present
Built a Retrieval-Augmented Generation chatbot that answers questions from uploaded PDFs using LangChain, FAISS vector search, and open-source LLMs via API.
Invoice Extraction & Classification System
June 1, 2026 – Present
Created a document automation pipeline to extract invoice fields like date, amount, and vendor using OCR + Transformers
Full Stack Data Science Certificate
AlmaBetter
June 1, 2026 – Present
Machine Learning
AlmaBetter
June 1, 2026 – Present
Python
AlmaBetter
June 1, 2026 – Present
Web Scrapping
Udemy
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project portfolio showcases a strong interest and initiative in applying AI/ML to solve real-world problems, aligning well with an AI Research Engineer role. The diversity of personal projects (job application agent, PDF chatbot, summarization/classification, invoice extraction) indicates a broad curiosity and willingness to explore different AI applications. The current role as an AI/ML Research & Development Engineer further strengthens the alignment. The certifications also suggest a proactive approach to skill development, which is a positive cultural indicator for a research-oriented role.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a problem-solving mindset and an ability to deliver functional applications. The experience in dataset optimization and error analysis suggests attention to detail and a methodical approach to improving AI systems. The transition from a Project Engineer role to AI/ML Research & Development Engineer, coupled with certifications, demonstrates adaptability and a strong drive for continuous learning. However, direct evidence of collaboration, leadership, or complex problem-solving in a team setting is not explicitly detailed in the provided data.