Aditya Sarade

AI Researcher

Pune, Maharashtra, India1 yr 9 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in AI and Data Science with hands-on experience.
  • Developed multi-agent systems and RAG services.
  • Proven leadership in organizing tech events and competitions.
Stackforce AI infers this person is a Data Science and AI specialist with a focus on automation and event management.

Contact

Skills

Core Skills

Artificial Intelligence (ai)Generative AiOffice AdministrationEvent CoordinationMachine LearningTeamworkPublic Speaking

Other Skills

FastAPIQdrantRedisMongoDBDuckDBETL pipelinesGoogle Gemini APIOpenAI embeddingsLangGraphTaskIQCeleryRabbitMQPythonData ScienceLogistic Regression

About

I’m an AI & Data Science major building the Memory Layer for agentic AI, enabling persistent context, long-term planning, and more reliable multi-step behavior in autonomous agents. I work on multi-agent systems and agent orchestration (LangGraph), Retrieval-Augmented Generation (RAG), Text→SQL generation, and production-grade semantic search pipelines using Qdrant, Pinecone, ChromaDB and FAISS. Practically, I design embedding + vector workflows, build FastAPI-backed RAG services and multi-agent automations, and create tooling (CLI libs, pipelines) that cut latency and scale retrieval. My focus extends to fine-tuning models, improving reasoning capabilities, and integrating external knowledge sources to build adaptive AI systems. Beyond academics, I have honed my leadership and organizational skills by leading AI events, speaker sessions, and coding competitions. Engaging in chess, astronomy, and Model United Nations (MUN) has further refined my analytical thinking and problem-solving approach. - Always trying to find harder problems to solve

Experience

1 yr 9 mos
Total Experience
1 yr 1 mo
Average Tenure
--
Current Experience

Wasserstoff

AI Engineer

Jun 2025Oct 2025 · 4 mos · Gurugram, Haryana, India · On-site

  • Built a FastAPI backend integrating Google Gemini API and OpenAI embeddings for legal document analysis, semantic search, and text-to-SQL query generation on DuckDB using ETL pipelines and automated visualizations.
  • Designed vector embedding workflows with Qdrant and Redis caching, reducing query latency by ~90%.
  • Developed a multi-agent HR automation system with LangGraph and MongoDB for candidate evaluation, automated scoring, and behavioral analysis.
  • Implemented data pipelines for web scraping, cleaning, and database integration with asynchronous task processing using TaskIQ/Celery and RabbitMQ for background assessment generation and email workflows.
  • Created QMem, a Python library for vector search that automates Qdrant collection and embedding setup via a CLI interface.
Artificial Intelligence (AI)Generative AIFastAPIQdrantRedisMongoDB+2

Adgama digital pvt ltd

Data Science Intern

Feb 2025Apr 2025 · 2 mos

  • During my internship, I gained extensive hands-on experience building and deploying a wide range of machine learning and deep learning models. I developed models such as Logistic Regression, Random Forest, XGBoost, SVMs, CNNs, and multi-layer neural networks to solve classification, regression, and image-based problems. Each model was trained and fine-tuned from the ground up using clean, preprocessed data pipelines that I created from scratch.
  • I worked with varied data types, structured tabular datasets, time-series data, and basic image/text data which sharpened my skills in exploratory data analysis, feature engineering, and handling real-world data challenges.
  • Beyond model development, I focused on building interactive web applications to make these models usable and interpretable. I used frameworks like Streamlit, Gradio, FastAPI, and Django to seamlessly integrate models into responsive, real-time web interfaces, offering dynamic visualizations and user interaction capabilities.
  • This internship helped me deepen my understanding of practical machine learning workflows, from raw data to deployable models while significantly boosting my proficiency in Python, Data Science frameworks, and ML system integration.
Machine LearningData Science

Aissms ioit acm student chapter

2 roles

Joint Secretary

Promoted

Jun 2024May 2025 · 11 mos

  • As the Joint Secretary of the IOIT ACM Student Chapter, I am in charge of ensuring the smooth and efficient functioning of our committee. My role involves overseeing day-to-day operations, coordinating with team members, and ensuring all activities align with our chapter's goals and objectives. Additionally, I am responsible for maintaining and enhancing our External Affairs, building relationships with external stakeholders, and facilitating collaborations with industry professionals and academic institutions.
  • My Key Responsibilities are:
  • Manage committee activities and projects.
  • Oversee the execution of events, workshops, and meetings.
  • Maintain and develop relationships with external partners and organizations.
  • Strategize and implement initiatives that promote our chapter's growth.
  • Serve as a primary point of contact for external communications and partnerships.
  • This role allows me to apply my leadership and organizational skills, contributing to the growth and success of the IOIT ACM Student Chapter.
Office AdministrationTeamwork

Event Operations Member

Jul 2023Jun 2024 · 11 mos

  • Event Lead for Government Internship Seminar: Spearheaded an informative event focused on securing government internships, with a particular emphasis on opportunities at ISRO. I coordinated with industry professionals and experts to provide attendees with valuable insights and practical advice on the application process and requirements.
  • Event Anchor: Served as the anchor for various events, demonstrating strong communication and presentation skills. My role involved introducing speakers, moderating discussions, and ensuring the smooth flow of the event.
  • Skill Development Workshops: Organized several workshops aimed at enhancing participants' skills in a wide range of areas, from technical competencies to soft skills. These workshops were designed to provide hands-on experience and practical knowledge to help attendees advance in their careers.
  • Technical Coding Bootcamps: Coordinated and facilitated multiple coding bootcamps, creating a platform for participants to develop and refine their programming skills. These bootcamps covered various languages and frameworks, catering to both beginners and advanced coders.
  • Mentor-Mentee Programs: Arranged and managed mentor-mentee sessions featuring distinguished speakers from different industries. These programs provided valuable networking opportunities and personalized guidance to participants, helping them navigate their career paths and achieve their goals.
  • Google Summer of Code (GSoC) 101: Organized an introductory session on Google Summer of Code, aimed at guiding participants on how to get involved and succeed in this prestigious program. The session covered application tips, project selection, and insights from past participants.
Public SpeakingEvent Coordination

Ioit model united nations

2 roles

Deputy Secretary General

Promoted

Apr 2024Dec 2024 · 8 mos

  • As the Deputy Secretary General of IOIT MUN 2024, one of the core leadership positions, I played a pivotal role in organizing the flagship Model United Nations conference of the Institute of Information Technology. Overseeing six diverse committees, I ensured seamless coordination, high-quality discussions, and effective delegate participation, working closely with team leads and chairs.
  • I took charge of key responsibilities such as budgeting, where I developed and managed the financial plan to ensure resource optimization and event success. Additionally, I led the Executive Board selection process, carefully curating a team of skilled professionals to chair the committees and uphold the event's standards.
  • I spearheaded initiatives to enhance event engagement, leading targeted training sessions that resulted in a 50% growth in delegate and board participation. I collaborated with the Secretary General to set the conference agenda, manage resources, and ensure all activities aligned with the event’s objectives.
  • My role demanded strategic planning, decision-making, and fostering a collaborative environment among 110 volunteers and committee members, culminating in a successful and impactful conference.
TeamworkBudgeting

Public Relations Executive

Aug 2023Apr 2024 · 8 mos

  • As a key member of the organizing committee for IOIT MUN 23, the flagship Model United Nations conference of the Institute of Information Technology, I played a pivotal role in both marketing and sponsorship efforts. I developed and implemented comprehensive marketing strategies to maximize event visibility and participation. Utilizing various channels including social media, email campaigns, and on-campus promotions, I successfully attracted delegates and attendees. I created engaging content and promotional materials to highlight the unique aspects of IOIT MUN 23.
  • Leading the sponsorship team, I secured a substantial five-figure amount in funding, ensuring the event's financial stability and success. I identified and approached potential sponsors, including local businesses and larger enterprises, to support the event. Through successful negotiation of sponsorship deals, I brought in valuable partnerships and resources for IOIT MUN 23.
  • Building and maintaining relationships with sponsors, I ensured their needs were met and fostered long-term partnerships. I coordinated with other committee members to align sponsorship goals with event objectives. I also focused on team building, creating a cohesive and motivated organizing committee that worked effectively together.
  • Organizing pre-event promotional activities, I built excitement and awareness among the student body. Collaborating closely with the media team, I secured coverage and enhanced the event’s reach.
Public SpeakingResearch Skills

Bullsmart

Campus Manager

Dec 2022Mar 2023 · 3 mos

  • Community Building: Successfully recruited and engaged 100 active members, fostering a sense of community and driving participation.
  • Event Management: Planned, organized, and led four diverse events, each tailored to increase awareness and encourage app downloads. These events included workshops, interactive sessions, and promotional campaigns.
  • Team Leadership: Assembled and led a dedicated core team responsible for on-campus operations. Delegated tasks, coordinated efforts, and ensured smooth execution of all events.
  • Brand Promotion: Implemented strategic marketing initiatives that significantly enhanced the application's visibility and appeal among the student body.
  • Stakeholder Engagement: Collaborated with campus officials, student organizations, and external partners to maximize event impact and reach.
TeamworkPeople Management

Education

AISSMS Institute of Information Technology

Bachelor's degree — Artificial Intelligence

DAV Public School, Thane

May 2015Apr 2020

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