Mukundan M
ML EngineerAI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Swish | IIT Kharagpur ’2025
Versatile engineer with a strong foundation in both machine learning and software development. Experienced in designing and deploying scalable AI-powered applications across multiple startups, I have built intelligent chatbots, end-to-end data pipelines, and advanced agentic RAG frameworks for real-time analytics and ad policy compliance. My track record includes developing and shipping full-stack products using modern frameworks, containerization, and cloud platforms (AWS, GCP), alongside hands-on implementation of NL2SQL systems, multimodal information extraction, and large language model fine-tuning. I thrive on solving complex algorithmic challenges, optimizing models for real-world use, and collaborating in dynamic, fast-paced environments. Skilled in Python, C++, SQL, JavaScript, and more, I am passionate about both system design and pushing the boundaries of ML applications.
Indian Institute of Technology, Kharagpur
Master's degree
December 1, 2020 – May 1, 2025
Swish
Software Engineer
July 1, 2025 – Present
Bengaluru · On-site
Rapido
Data Analyst
April 1, 2025 – June 1, 2025
Bengaluru, Karnataka, India · On-site
Zocket
Machine Learning Engineer
July 1, 2024 – April 1, 2025
Remote
Artificial Intelligence Institute of South Carolina
Researcher
June 1, 2024 – January 1, 2025
Remote
Mila - Quebec Artificial Intelligence Institute
Research Assistant
May 1, 2024 – May 1, 2025
OneByZero
GenAI Intern
March 1, 2024 – May 1, 2024
University of Tartu
Research Intern
March 1, 2024 – September 1, 2024
Career Development Centre, IIT Kharagpur
Student Placement Coordinator
June 1, 2023 – May 1, 2024
Nottingham Trent University
Research Intern
April 1, 2023 – September 1, 2023
Remote
Indian Institute of Technology (Banaras Hindu University), Varanasi
Undergraduate Researcher
January 1, 2023 – May 1, 2023
Remote
Career Development Centre, IIT Kharagpur
CDC Departmental Representative
September 1, 2022 – June 1, 2023
AVAWATZ
ML Researcher
August 1, 2022 – October 1, 2022
Indian Institute of Technology, Kanpur
Undergraduate Research Assistant
November 1, 2021 – July 1, 2022
Cultural Fit Analysis
The candidate has a strong academic and research-oriented background, with multiple internships at prestigious AI institutes and universities. This indicates a strong drive for learning and contribution to cutting-edge ML fields. The variety of projects (recommender systems, NLP, computer vision, multimodal AI) suggests a broad interest in ML applications. However, the experience is heavily skewed towards research and internships, with limited full-time industry experience, which might require adjustment to a fast-paced product development environment. The target role of ML Engineer aligns well with the candidate's technical skills and interests.
Soft Skills & Operational Fit
The candidate's experience as a Student Placement Coordinator suggests organizational and communication skills. The diverse internship experiences indicate adaptability and a proactive learning attitude. However, without specific psychometric test results, a detailed assessment of work attitude, stress handling, and team collaboration is not possible.