PRASAD MANE

Data Scientist

Pune, Maharashtra, India4 yrs 3 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Expert in Generative AI and LLMs.
Led major live streaming events with high reliability.
Core founding member of a successful media platform.

Stackforce AI infers this person is a Media & Streaming expert with strong capabilities in AI and data-driven solutions.

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Skills

Core Skills

Generative AiLlmops/mlopsVideo EngineeringData AnalyticsStreaming TechnologyEvent BroadcastingPublic RelationsMedia Management

Other Skills

A/V encodingAWSAgile MethodologiesAnalytical SkillsAteme Titan LiveAutomationBrandingBusiness DevelopmentC (Programming Language)C++ClaudeCommunicationContent StrategyCore JavaData Analysis

About

AI Engineer & Data Scientist with expertise in Generative AI, LLMs, and RAG pipelines, building agentic AI systems that integrate tools, memory, and decision-making. Experienced with LangChain, LangGraph, MCP, VectorDB, FAISS, OpenAI, and Streamlit for enterprise AI deployments. Skilled in LLMOps/MLOps using FastAPI, Docker, Kubernetes, Prometheus, Grafana, ELK, CI/CD for scalable production systems. Also experienced as a Video/OTT Engineer, managing A/V encoding, multiplexing, SCTE analytics, and live streaming pipelines for JioTV, JioTV+, and JioHotstar, delivering 1100+ channels and major events like IPL & WPL using Ateme Titan tools, Orion, IVMS, and Ateme Pilot.

Experience

4 yrs 3 mos

Total Experience

1 yr 9 mos

Average Tenure

2 yrs 5 mos

Current Experience

Jio platforms limited (jpl)

2 roles

Data Scientist

Promoted

Jan 2025 – Present · 1 yr 5 mos

Developed Retrieval-Augmented Generation (RAG) pipelines using LangChain, VectorDB, and Claude, integrating LLMs with structured tool APIs for contextual and autonomous behavior; implemented Firebase for chat history, built Streamlit UI, and deployed on AWS for internal use.
Designed and deployed Agentic AI systems integrating LLMs with orchestration frameworks like Model Context Protocol (MCP), Agent-to-Agent (A2A), and LangGraph.
Built multi-step intelligent agents with tool usage, memory, and decision-making for enterprise-scale workflows.
Led the SCTE Analytics project for JioTV and JioTV+, automating SCTE-35 signal monitoring, validation, and reporting to ensure reliable ad insertion, content blocking/unblocking, and broadcast compliance.

Retrieval-Augmented Generation (RAG)LangChainVectorDBClaudeLLMsFirebase+6

Assistant Manager

Jan 2024 – Jan 2025 · 1 yr

Video Engineer – OTT & Streaming
Worked as HeadEnd Engineer for JioTV, JioTV+, and JioHotstar managing end-to-end A/V encoding and channel onboarding.
Handled live encoding, decoding, and multiplexing using Ateme Titan Live, Titan Edge, Titan Mux on bare-metal server infrastructure.
Delivered seamless streaming of 1100+ linear channels to multiple partners with high reliability and low latency.
Contributed to large-scale live events including IPL 2024/2025, WPL 2024/2025, ensuring real-time encoding and uninterrupted streaming.
Utilized monitoring tools such as IVMS, Orion, and Ateme Pilot for proactive stream supervision and fault management.
Worked with CMS, Kibana, Grafana, Prometheus, and NextGenOps for centralized monitoring, analytics, and operational insights.

A/V encodingMultiplexingLive streamingAteme Titan LiveTitan EdgeTitan Mux+6

Oasis infobyte

Web development and design intern

Feb 2022 – Jun 2023 · 1 yr 4 mos

Hack club skncoe

Core Member

Oct 2021 – Jun 2023 · 1 yr 8 mos

E-cell skncoe, pune

Committee Member

Aug 2021 – Jun 2023 · 1 yr 10 mos · Pune, Maharashtra, India

Paradox news india

Founding Board Member

Jun 2020 – Jan 2025 · 4 yrs 7 mos · Pune, Maharashtra, India · On-site

Core Founding Member Paradox, a media and influencer platform focused on celebrity interviews, PR campaigns, and influencer marketing
Partnered with Google News, DailyHunt, and leading publishers; recognized by Hindustan Times, Dainik Jagran, Twitter India, and nominated by Social Samosa
Conducted 200+ interviews with actors, influencers, and public figures, managing end-to-end PR campaigns and media outreach
Organized corporate events and brand collaborations as media partner, handling outreach, sponsorships, influencer engagement, and PR execution
Managed actor and influencer onboarding, PR activities, and relationship building with talent across Mumbai and Pune
Led and mentored a 25+ intern team; collaborated with Pune colleges as hiring partner to onboard students for internships
Directed technical and non-technical projects including website development, portfolio building for agencies, startups, brands, and influencers
Published SEO-optimized articles, blogs, and PR content, including ghostwriting for clients
Designed and implemented scalable workflows (vertical and horizontal scaling) for PR operations and influencer campaigns
Organized college workshops and sessions in collaboration with technical influencers to expand outreach and engagement