Prasun Maity

Machine Learning Engineer

Haldia, West Bengal, India2 yrs 8 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Hands-on experience in building ML models for diverse applications.
  • Expertise in prompt engineering and LLM optimization techniques.
  • Passionate about applying AI to solve real-world problems.
Stackforce AI infers this person is a skilled AI/ML professional focused on deep learning and natural language processing.

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Skills

Core Skills

Deep LearningLarge Language Models (llms)Machine Learning

Other Skills

Analytical SkillsAndroid DevelopmentArtificial Intelligence (AI)C (Programming Language)C++CLIPCommunicationComputer VisionConvolutional Neural Networks (CNN)Corrective RAGCritical ThinkingData AnalysisData AnalyticsData ManipulationData Science

About

I am an AI enthusiast with a deep passion for Machine Learning (ML) and Deep Learning (DL). Over the past few years, I’ve gained hands on experience building ML models for tasks such as image classification, sentiment analysis, and generative AI. My work has included prompt engineering and optimizing large scale models using Reinforcement Learning with Human Feedback (RLHF) and Supervised Fine-Tuning (SFT). Recently, I have contributed on some projects involving language model fine-tuning, where I focused on designing prompts, evaluating model outputs, and refining them to align better with human preferences. This role gave me valuable insights into the practical applications of LLMs and NLP. I’m currently expanding my expertise into advanced AI topics such as Transformers, Attention mechanisms, and Large Language Models (LLMs). I’m particularly excited about Generative Adversarial Networks (GANs) for image generation and the role of prompt engineering in maximizing model performance. I actively engage in learning through research papers and hands-on projects, constantly pushing myself to stay at the forefront of AI development. I’m passionate about applying AI to solve real-world problems and eager to collaborate on innovative projects that push the boundaries of AI technology. Let's connect if you’re interested in discussing AI, collaborating on projects, or simply sharing insights on this ever-evolving field.

Experience

2 yrs 8 mos
Total Experience
1 yr 6 mos
Average Tenure
1 yr 7 mos
Current Experience

Move metrics

AI/ML Intern

Apr 2025Present · 1 yr 2 mos · Remote

Ltimindtree

Enterprise AI Intern

Jan 2025Mar 2025 · 2 mos · Kolkata, West Bengal, India · On-site

  • As an AI-focused intern at LTIMindtree, I was engaged in high-impact research and development projects centered around deep learning, computer vision, and large language models (LLMs) . My work involved leveraging advanced AI techniques to generate actionable insights from complex datasets, particularly in the domain of image processing.
  • Key Contributions:
  • Designed and implemented advanced deep learning algorithms to extract meaningful insights from unstructured image data, enhancing data-driven decision-making.
  • Conducted R&D on cutting-edge topics in the LLM space, including:
  • 1. Retrieval-Augmented Generation (RAG ) and its variants like Corrective RAG
  • 2. Optimization techniques for multimodal LLM inference
  • 3. Fine-tuning strategies for domain-specific adaptation of LLMs
  • Explored novel methodologies to improve system performance and process efficiency, contributing to internal knowledge enhancement and innovation.
  • Collaborated with my Mentor and other interns to integrate AI/ML solutions into real world business scenarios.
Deep LearningComputer VisionLarge Language Models (LLMs)Image ProcessingRetrieval-Augmented Generation (RAG)Corrective RAG+2

Gdg on campus - hit

ML lead

Nov 2024Present · 1 yr 7 mos · Haldia, West Bengal, India · On-site

Metamarkups

Contractor Trainee

Jul 2024Nov 2024 · 4 mos · Remote

  • Focused on Reinforcement Learning from Human Feedback (RLHF) to refine language models
  • Gained hands-on experience in enhancing language models
Reinforcement Learning from Human Feedback (RLHF)Machine Learning

Data science club hit

Technical Team Member

Oct 2023Present · 2 yrs 8 mos · Haldia, West Bengal, India · On-site

Education

Haldia Institute of Technology

Bachelor of Technology - BTech

Oct 2022Present

Jawahar Navodaya Vidyalaya - JNV

Class 12

Jan 2019Jan 2021

Jawahar Navodaya Vidyalaya - JNV

Class 10

Oct 2014Aug 2019

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