Passion Fuels Purpose! 

Biography

I’m a third-year Computer Science undergraduate at SRM University with a strong focus on Generative AI, Large Language Models, and intelligent system design. My industry journey began in August 2024, and since then I have completed multiple AI-focused internships and am currently working on my third, contributing to real-world production systems and research-driven projects across different organizations.


My core work revolves around building agentic systems, MCP servers, RAG pipelines, and fine-tuned language models, with detailed implementations and technical breakdowns shared through my GitHub repositories and Medium publications. Alongside applied GenAI development, I actively explore modern neural architectures, training strategies, system architectures and optimization techniques, and incorporate them into my projects to improve model efficiency, reliability, and performance.


I also maintain a strong research orientation, with published work spanning quantum-enhanced deep learning and reinforcement-based optimization frameworks. Beyond technical work, I currently serve as the Technical Head of the Innovation, Incubation, and Entrepreneurship Cell (E-Cell) at SRM, operating under the Institution’s Innovation Council (AICTE & Ministry of Education), where I lead technical initiatives, mentor teams, and help drive large-scale innovation programs.

shreyansh

Internships

Projects

Medium Articles

Research Publication

Skills

Cat
Python
FastAPI
Websocket
MacOS/Linux
Langchian
Langgraph
MCP
AI Agents
Vercel
Machine Learning
Deep Learning
Git and Version Control
A2A
Unsloth-GRPO
LoRA and QLoRA
Open CV

Experience

  • AI Intern

    @O6AI Labs Pvt LimitedOffer Letter
    July 2025 - Present

    Collaborating in a team of three to design and deploy scalable enterprise-level Generative AI products. Leading efforts in fine-tuning large language models (LLMs) using advanced techniques such as GRPO (Generative Reinforcement Policy Optimization) and QLoRA (Quantized Low-Rank Adaptation). Focused on enhancing model performance, computational efficiency, and domain-specific alignment for real-world applications.

  • AI Intern

    @Siemas Technology Pvt LtdOffer Letter
    August 2024 - November 2024

    Built a real-time inmate monitoring system using OpenCV and a pre-trained facial recognition model, enabling accurate identification from a single image across hostel/PG facilities; utilized SQLite to log and manage entry/exit records locally. Engineered sub-millisecond latency communication between the DVR camera server and the recognition model using ZeroMQ, supporting two simultaneous live video streams and ensuring uninterrupted frame processing under load. Integrated pickle, threading, and logging to enhance performance and reliability—enabled efficient frame serialization, concurrent stream handling, and robust debugging via structured logs.

Position of Responsibilty

  • Technical Lead

    @Innovation Incubation and Entherpreneurship CellLetter of Recommendation
    February 2025 - February 2026

    I spearheaded the successful delivery of over nine diverse technical projects, including impactful collaborations with AICTE, various NITs, and other institutional partners. Currently, I’m overseeing multiple ongoing in-house innovation and development initiatives, while also contributing to the growth of several startups. Additionally, I organized and led two major hackathons—a 24-hour and a 48-hour event—both designed to foster innovation, teamwork, and real-world problem-solving among participants.

  • Technical Lead

    @Slug and Plug
    October 2024 - July 2025

    I led my club in organizing and executing four workshops, two symposiums, and two hackathons, engaging over 500 participants and fostering a strong culture of learning and innovation. I also led the development team and contributed to building a sleek and interactive Next.js-based website that showcases our work in a dynamic way. Link: https://slugnplug.vercel.app/

  • Member

    @National Service Scheme
    October 2023 - Present

    I actively participated in organizing six blood donation camps, engaging over 500 donors and contributing to the collection of approximately 450+ units of blood to support healthcare and emergency needs. I also played a leading role in organizing seven awareness rallies focused on critical social issues such as women’s education, women’s safety, cyber awareness, anti-ragging, and anti-drug campaigns. These initiatives directly impacted over 1,000 participants and reached thousands more through community outreach and media coverage.

Education

  • Bachelor's of Technology in Computer Science and Engineering

    August 2023 - Present | SRM Institute of Science and Technology, Ramapuram, Chennai, India

    Pursuing a B.Tech in Computer Science and Engineering at SRM Institute of Science and Technology, Chennai. I am a merit-based scholarship holder with a current CGPA of 9.58 and am expected to graduate in July 2027.

  • Higher Secondary School Student

    October 2017 - July 2021 | Silver Bells School, Gwalior

    Completed Class XII under the CBSE curriculum with a percentage of 85%.

  • Secondary School Student

    April 2009 - March 2020 | Delhi Public School, Gwalior

    Completed Class X under the CBSE curriculum with a percentage of 84.8%.