Satyam Kumar — Product Manager

As a self-driven professional specializing in Generative AI, I bring a robust blend of expertise in AI/ML development and Fullstack technologies. With a strong focus on innovation and market trends, I am currently working as an AI Engineer in building Aladdin's AI platform at BlackRock. Previously worked as core AI developer in SocGen's global Generative AI platform, driving AI transformation within the organization. Key Skills: AI and ML Development: RAG, Prompt Engineering, Model-Finetuning, HuggingFace, Langchain, Llamaindex, Ollama, Llama-cpp-python OpenAI, Mistral, GrokAI, LLM-guard, Guardrails, Autogen Unstructured.io, Transformers, Numpy, Weaviate, Qdrant, Pinecone. Spacy, Scikit, Tensorflow, Pytorch, NLTK, Matplotlib, OpenAI, OpenCV, Pandas. Fullstack Development: Frameworks & Libraries: Springboot, NestJS, FastAPI, Django, Streamlit, Gradio, ReactJS Web Technologies: HTML5, JavaScript, Typescript Programming Languages: Python, JAVA, JS, C++, C Cloud & DevOps: Platforms: AWS, RedHat OpenShift Tools: Kubernetes, Docker, Terraform Databases: RDBMS: PostgreSQL, Oracle NoSQL: MongoDB, AWS DynamoDB Knowledge Graphs: Neo4j, Nebula Big Data & Analytics:PySpark, Hadoop, Databricks, PowerBI Throughout my career, I have consistently delivered innovative solutions that align with business goals, leveraging a comprehensive tech stack to achieve impactful results.

Stackforce AI infers this person is a Fintech professional specializing in AI and Fullstack development.

Location: Delhi, India

Experience: 7 yrs

Skills

Generative Ai
Artificial Intelligence (ai)
Data Engineering
Natural Language Processing (nlp)
Cloud & Devops
Fullstack Development

Career Highlights

Expert in Generative AI and Fullstack technologies.
Led development of AI platforms with significant user engagement.
Proven track record in delivering innovative solutions.

Work Experience

BlackRock

Associate / AI Engineer (1 yr 3 mos)

Societe Generale

Specialist Software Engineer: Innovation (1 yr 2 mos)

Software Engineer: Innovation (1 yr 10 mos)

Telstra

Associate Software Engineer (3 mos)

Wipro Limited

Fast-track Technology Leadership Program (1 mo)

Igniters Hub

Software Engineer Intern (2 mos)

Enactus NSUT

Senior Project Executive (2 yrs 6 mos)

Education

Bachelor of Technology - BTech at Netaji Subhas Institute of Technology

Bachelor of Engineering - BE at Delhi University

Master of Arts ( History ) at Indira Gandhi National Open University

CBSE-12th at SRDAV Public School

CBSE-10th at Vanasthali Public School

Satyam Kumar

Product Manager

Delhi, India7 yrs experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in Generative AI and Fullstack technologies.
Led development of AI platforms with significant user engagement.
Proven track record in delivering innovative solutions.

Stackforce AI infers this person is a Fintech professional specializing in AI and Fullstack development.

Contact

Skills

Core Skills

Generative AiArtificial Intelligence (ai)Data EngineeringNatural Language Processing (nlp)Cloud & DevopsFullstack Development

Other Skills

AWSAlgorithmsAmazon EKSAmazon Web Services (AWS)CC++Computer VisionData ModelingData ScienceData StructuresDeep LearningFastAPIFull stack pythonGenerative AI ToolsGuardrails

About

Experience

Blackrock

Associate / AI Engineer

Dec 2024 – Present · 1 yr 3 mos

Building RockAI (AI Platform) for Aladdin at BlackRock.
Maintaining and Upgrading BTAP (BlackRock Text Analytics Platform) providing critical analytics to researchers.

Generative AINatural Language Processing (NLP)Artificial Intelligence (AI)Data Engineering

Societe generale

2 roles

Specialist Software Engineer: Innovation

Promoted

Sep 2023 – Nov 2024 · 1 yr 2 mos

Development of backend of the In-house Gen AI platform as part of group’s AI LLM Taskforce using FastAPI, Postgres, Weaviate, Llamaindex, Langchain, Huggingface, Redis, Gaurdrails, Huggingface. It has 3000+ current active users (increasing) and 60+ production teams (increasing) are using the API-endpoints across businesses.
Implemented multiple features of RAG like Vector database implementation, Metadata filtering, Streaming, Creating pipeline for multiple datastreams, guardrails (Langchain, constitutional AI, LLM-guard) and embedding models APIs for the group Gen AI platform.
Built the end to end MVP for HR business line (python fullstack + Gen AI) using in-house platform for the company and backend for the same in production. It is released in May 2024 for Asia Pacific employees (20000+ active users).
9 Open-source bug fixes and wrappers for Llama index, Langchain, unstructured.io and weaviate. Created security validation layer on basis of microsoft sensitivity labels for the Gen AI platform and 1 intra group open-source contribution of the same.
Lead Maintainer of group's innovation platform i.e Cloud Innovation Platform built on top of AWS (EKS, EC2, EBS) and Redhat (Openshift, Devspaces). Currently used by 20+ departments and 1000+ active users for innovation, hackathon, experimentation on new technologies, benchmarking and MVP development and deployment.

Amazon EKSData ScienceDeep LearningNatural Language Processing (NLP)Large Language Models (LLM)Reinforcement Learning+14

Software Engineer: Innovation

Oct 2021 – Aug 2023 · 1 yr 10 mos

Hands-on specialization in building of POCs of different use cases covering cutting edge AI to core fullstack development. Research on the existing methods and proposing new approaches that add value to production processes.
Currently working on inhouse LLM (Opensource alternative for ChatGpt) solution to analyse data repository with simple Q&A. Frontend is built on react and streamlit and backend on fastApi python.
Built end to end Access Management Tool for management of all the automation activity in the department. Used springboot and nestJS for backend and react for frontend.
Built an ESG analytical assistant to generate the ESG scores based on internal as well as external data sources. The backend (fastapi python) utilizes the big data infra of Databricks leveraging the power of Spark and frontend is built on react and streamlit.
Built an expertise in NLP, working and experimenting on cutting edge AI models. Developed automatic blog/article generator powered by the NLP summarization models on the basis of keywords in Python. It provides summarization as service functionality in form of consumable APIs. Streamlit is used for frontend and fastApi as backend.
Development Lead for automation transformation initiative in department of routine tasks using Python scripts improving the efficiency and saving more than 500000€ of the group.
Revamped the group's Innovation platform i.e. Cloud Innovation Platform (CIP) using opensource tech stack on top of AWS.

Deep LearningNatural Language Processing (NLP)Python fullstackReact.jsLarge Language Models (LLM)Java fullstack+5

Telstra

Associate Software Engineer

Jul 2021 – Oct 2021 · 3 mos

1) Part of networking and product engineering division of Innovation and Capability Centre (ICC) of the company.
2) Built the POC on 5G node discovery service to improve network latency.

NestJS